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ORCIDACL 2022: Dublin, Ireland
- Smaranda Muresan, Preslav Nakov, Aline Villavicencio:
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-21-6 - Frontmatter.
- Ali Modarressi, Hosein Mohebbi
, Mohammad Taher Pilehvar:
AdapLeR: Speeding up Inference by Adaptive Length Reduction. 1-15 - Anya Belz, Maja Popovic, Simon Mille:
Quantified Reproducibility Assessment of NLP Results. 16-28 - Sangwon Yu, Jongyoon Song, Heeseung Kim, Seongmin Lee, Woo-Jong Ryu, Sungroh Yoon:
Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings. 29-45 - Amit Seker, Elron Bandel, Dan Bareket, Idan Brusilovsky, Refael Shaked Greenfeld, Reut Tsarfaty:
AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level. 46-56 - Moxin Li, Fuli Feng, Hanwang Zhang, Xiangnan He, Fengbin Zhu, Tat-Seng Chua:
Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning. 57-69 - George-Eduard Zaharia, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Mihai Dascalu:
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification. 70-80 - Bin Liang, Qinglin Zhu, Xiang Li, Min Yang, Lin Gui, Yulan He, Ruifeng Xu:
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection. 81-91 - Govardana Sachithanandam Ramachandran, Kazuma Hashimoto, Caiming Xiong:
[CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue. 92-102 - Zhiyuan Ma, Jianjun Li, Guohui Li, Yongjing Cheng:
UniTranSeR: A Unified Transformer Semantic Representation Framework for Multimodal Task-Oriented Dialog System. 103-114 - Yue Feng, Aldo Lipani, Fanghua Ye, Qiang Zhang, Emine Yilmaz:
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking. 115-126 - Shengqiang Zhang, Xingxing Zhang, Hangbo Bao, Furu Wei:
Attention Temperature Matters in Abstractive Summarization Distillation. 127-141 - Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei:
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation. 142-157 - Changzai Pan, Maosong Sun, Ke Deng:
TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference. 158-169 - Zhuoran Li, Chunming Hu, Xiaohui Guo, Junfan Chen, Wenyi Qin, Richong Zhang:
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition. 170-179 - Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Davide Freddi:
Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature. 180-189 - Shaoyi Huang, Dongkuan Xu, Ian En-Hsu Yen, Yijue Wang, Sung-En Chang, Bingbing Li, Shiyang Chen, Mimi Xie, Sanguthevar Rajasekaran, Hang Liu, Caiwen Ding:
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm. 190-200 - Nishant Kambhatla, Logan Born, Anoop Sarkar:
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation. 201-218 - Vaidehi Patil, Partha P. Talukdar, Sunita Sarawagi:
Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages. 219-233 - Yimeng Zhuang, Jing Zhang, Mei Tu:
Long-range Sequence Modeling with Predictable Sparse Attention. 234-243 - Shijie Geng, Zuohui Fu, Yingqiang Ge, Lei Li, Gerard de Melo, Yongfeng Zhang:
Improving Personalized Explanation Generation through Visualization. 244-255 - Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam:
New Intent Discovery with Pre-training and Contrastive Learning. 256-269 - Maryam Davoodi, Eric Waltenburg, Dan Goldwasser:
Modeling U.S. State-Level Policies by Extracting Winners and Losers from Legislative Texts. 270-284 - Xinbei Ma, Zhuosheng Zhang, Hai Zhao:
Structural Characterization for Dialogue Disentanglement. 285-297 - Lingyu Zhu, Zhengkun Zhang, Jun Wang, Hongbin Wang, Haiying Wu, Zhenglu Yang:
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems. 298-307 - Quan Tu, Yanran Li, Jianwei Cui, Bin Wang, Ji-Rong Wen, Rui Yan:
MISC: A Mixed Strategy-Aware Model integrating COMET for Emotional Support Conversation. 308-319 - Zhengxiao Du, Yujie Qian, Xiao Liu, Ming Ding, Jiezhong Qiu, Zhilin Yang, Jie Tang:
GLM: General Language Model Pretraining with Autoregressive Blank Infilling. 320-335 - Fanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun:
QuoteR: A Benchmark of Quote Recommendation for Writing. 336-348 - Xiaochen Gao, Zhaoyi Hou, Yifei Ning, Kewen Zhao, Beilei He, Jingbo Shang, Vish Krishnan:
Towards Comprehensive Patent Approval Predictions: Beyond Traditional Document Classification. 349-372 - Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, Byoung-Tak Zhang:
Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering. 373-390 - Yang Li, Cheng Yu, Guangzhi Sun, Hua Jiang, Fanglei Sun, Weiqin Zu, Ying Wen, Yang Yang, Jun Wang:
Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech. 391-400 - Fatemehsadat Mireshghallah, Kartik Goyal, Taylor Berg-Kirkpatrick:
Mix and Match: Learning-free Controllable Text Generationusing Energy Language Models. 401-415 - Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria:
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer. 416-431 - Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin:
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning. 432-446 - Ying Xu, Dakuo Wang, Mo Yu, Daniel Ritchie, Bingsheng Yao, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Nora Bradford, Branda Sun, Tran Bao Hoang, Yisi Sang, Yufang Hou, Xiaojuan Ma, Diyi Yang, Nanyun Peng, Zhou Yu, Mark Warschauer:
Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension. 447-460 - Junzhuo Li, Deyi Xiong:
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base. 461-473 - Zijie Huang, Zheng Li, Haoming Jiang, Tianyu Cao, Hanqing Lu, Bing Yin, Karthik Subbian, Yizhou Sun, Wei Wang:
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment. 474-485 - Juncai Guo, Jin Liu, Yao Wan, Li Li, Pingyi Zhou:
Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization. 486-500 - Yanan Zheng, Jing Zhou, Yujie Qian, Ming Ding, Chonghua Liao, Li Jian, Ruslan Salakhutdinov, Jie Tang, Sebastian Ruder, Zhilin Yang:
FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding. 501-516 - Yiwen Zhang, Caixia Yuan, Xiaojie Wang, Ziwei Bai, Yongbin Liu:
Learn to Adapt for Generalized Zero-Shot Text Classification. 517-527 - Jingfeng Yang, Aditya Gupta, Shyam Upadhyay, Luheng He, Rahul Goel, Shachi Paul:
TableFormer: Robust Transformer Modeling for Table-Text Encoding. 528-537 - Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang:
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games. 538-560 - Ruipeng Jia, Xingxing Zhang, Yanan Cao, Zheng Lin, Shi Wang, Furu Wei:
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization. 561-570 - Rui Wang, Tong Yu, Handong Zhao, Sungchul Kim, Subrata Mitra, Ruiyi Zhang, Ricardo Henao:
Few-Shot Class-Incremental Learning for Named Entity Recognition. 571-582 - Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian Sun, Nevin L. Zhang:
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation. 583-595 - Elron Bandel, Ranit Aharonov, Michal Shmueli-Scheuer, Ilya Shnayderman, Noam Slonim, Liat Ein-Dor:
Quality Controlled Paraphrase Generation. 596-609 - Xingwei He, Siu-Ming Yiu:
Controllable Dictionary Example Generation: Generating Example Sentences for Specific Targeted Audiences. 610-627 - El Moatez Billah Nagoudi, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed:
AraT5: Text-to-Text Transformers for Arabic Language Generation. 628-647 - Yi Feng, Chuanyi Li, Vincent Ng:
Legal Judgment Prediction via Event Extraction with Constraints. 648-664 - Sawan Kumar:
Answer-level Calibration for Free-form Multiple Choice Question Answering. 665-679 - Qian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li:
Learning When to Translate for Streaming Speech. 680-694 - Yingrui Yang, Yifan Qiao, Tao Yang:
Compact Token Representations with Contextual Quantization for Efficient Document Re-ranking. 695-707 - Hongseok Choi, Dongha Choi, Hyunju Lee:
Early Stopping Based on Unlabeled Samples in Text Classification. 708-718 - Yanda Chen, Ruiqi Zhong, Sheng Zha, George Karypis, He He:
Meta-learning via Language Model In-context Tuning. 719-730 - Bingsheng Yao, Dakuo Wang, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Mo Yu, Ying Xu:
It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books. 731-744 - Rongzhi Zhang, Yue Yu, Pranav Shetty, Le Song, Chao Zhang:
Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning. 745-758 - Hideo Kobayashi, Yufang Hou, Vincent Ng:
Constrained Multi-Task Learning for Bridging Resolution. 759-770 - Sarik Ghazarian, Nuan Wen, Aram Galstyan, Nanyun Peng:
DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations. 771-785 - Shuyang Cao, Lu Wang:
HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization. 786-807 - Shuai Zhang, Yongliang Shen, Zeqi Tan, Yiquan Wu, Weiming Lu:
De-Bias for Generative Extraction in Unified NER Task. 808-818 - Taylor Sorensen, Joshua Robinson, Christopher Michael Rytting, Alexander Glenn Shaw, Kyle Jeffrey Rogers, Alexia Pauline Delorey, Mahmoud Khalil, Nancy Fulda, David Wingate:
An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels. 819-862 - Xinyi Wang, Sebastian Ruder, Graham Neubig:
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation. 863-877 - Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang:
Language-agnostic BERT Sentence Embedding. 878-891 - Juncheng Wan, Dongyu Ru, Weinan Zhang, Yong Yu:
Nested Named Entity Recognition with Span-level Graphs. 892-903 - Yifei Luo, Minghui Xu, Deyi Xiong:
CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP. 904-920 - Hui Su, Weiwei Shi, Xiaoyu Shen, Xiao Zhou, Tuo Ji, Jiarui Fang, Jie Zhou:
RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining. 921-931 - Qingxiu Dong, Ziwei Qin, Heming Xia, Tian Feng, Shoujie Tong, Haoran Meng, Lin Xu, Zhongyu Wei, Weidong Zhan, Baobao Chang, Sujian Li, Tianyu Liu, Zhifang Sui:
Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues. 932-946 - Yongliang Shen, Xiaobin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang:
Parallel Instance Query Network for Named Entity Recognition. 947-961 - Chang Liu, Xu Tan, Chongyang Tao, Zhenxin Fu, Dongyan Zhao, Tie-Yan Liu, Rui Yan:
ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation. 962-973 - Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Nitish Shirish Keskar, Caiming Xiong:
Modeling Multi-hop Question Answering as Single Sequence Prediction. 974-990 - Linjuan Wu, Shaojuan Wu, Xiaowang Zhang, Deyi Xiong, Shizhan Chen, Zhiqiang Zhuang, Zhiyong Feng:
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension. 991-1000 - Chang Liu, Chongyang Tao, Jiazhan Feng, Dongyan Zhao:
Multi-Granularity Structural Knowledge Distillation for Language Model Compression. 1001-1011 - Yue Guo, Yi Yang, Ahmed Abbasi:
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts. 1012-1023 - Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu:
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals. 1024-1034 - Ying Li, Shuaike Li, Min Zhang:
Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network. 1035-1045 - Yichu Zhou, Vivek Srikumar:
A Closer Look at How Fine-tuning Changes BERT. 1046-1061 - Wu Hong, Zhuosheng Zhang, Jinyuan Wang, Hai Zhao:
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval. 1062-1074 - Soumya Sanyal, Harman Singh, Xiang Ren:
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language. 1075-1093 - Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang:
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. 1094-1110 - Xiaoxin Lu, Yubo Zhang, Jing Li, Shi Zong:
Doctor Recommendation in Online Health Forums via Expertise Learning. 1111-1123 - Qi Zhu, Bing Li, Fei Mi, Xiaoyan Zhu, Minlie Huang:
Continual Prompt Tuning for Dialog State Tracking. 1124-1137 - Xingyu Fu, Ben Zhou, Ishaan Preetam Chandratreya, Carl Vondrick, Dan Roth:
There's a Time and Place for Reasoning Beyond the Image. 1138-1149 - Zhoujun Cheng, Haoyu Dong, Ran Jia, Pengfei Wu, Shi Han, Fan Cheng, Dongmei Zhang:
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining. 1150-1166 - Shiv Shankar:
Multimodal fusion via cortical network inspired losses. 1167-1178 - Huibin Zhang, Zhengkun Zhang, Yao Zhang, Jun Wang, Yufan Li, Ning Jiang, Xin Wei, Zhenglu Yang:
Modeling Temporal-Modal Entity Graph for Procedural Multimodal Machine Comprehension. 1179-1189 - Swarnadeep Saha, Prateek Yadav, Mohit Bansal:
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning. 1190-1208 - Somnath Basu Roy Chowdhury, Chao Zhao, Snigdha Chaturvedi:
Unsupervised Extractive Opinion Summarization Using Sparse Coding. 1209-1225 - George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen:
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. 1226-1236 - Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur:
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation. 1237-1252 - Yihong Liu, Haris Jabbar, Hinrich Schütze:
Flow-Adapter Architecture for Unsupervised Machine Translation. 1253-1266 - Demian Gholipour Ghalandari, Chris Hokamp, Georgiana Ifrim:
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning. 1267-1280 - Zhuosheng Zhang, Hai Zhao:
Tracing Origins: Coreference-aware Machine Reading Comprehension. 1281-1292 - Kashif Khan, Ruizhe Wang, Pascal Poupart:
WatClaimCheck: A new Dataset for Claim Entailment and Inference. 1293-1304 - Moussa Kamal Eddine, Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis:
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation. 1305-1318 - Shashi Narayan, Gonçalo Simões, Yao Zhao, Joshua Maynez, Dipanjan Das, Michael Collins, Mirella Lapata:
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation. 1319-1339 - Xiang Yue, Ziyu Yao, Huan Sun:
Synthetic Question Value Estimation for Domain Adaptation of Question Answering. 1340-1351 - He Bai, Tong Wang, Alessandro Sordoni, Peng Shi:
Better Language Model with Hypernym Class Prediction. 1352-1362 - Nikhil Mehta, Maria Leonor Pacheco, Dan Goldwasser:
Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks. 1363-1380 - Yupei Du, Qi Zheng, Yuanbin Wu, Man Lan, Yan Yang, Meirong Ma:
Understanding Gender Bias in Knowledge Base Embeddings. 1381-1395 - Aryaman Arora, Adam Farris, Samopriya Basu, Suresh Kolichala:
Computational Historical Linguistics and Language Diversity in South Asia. 1396-1409 - Faisal Ladhak, Esin Durmus, He He, Claire Cardie, Kathleen R. McKeown:
Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization. 1410-1421 - Daphna Keidar, Andreas Opedal, Zhijing Jin, Mrinmaya Sachan:
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang. 1422-1442 - Esin Durmus, Faisal Ladhak, Tatsunori Hashimoto:
Spurious Correlations in Reference-Free Evaluation of Text Generation. 1443-1454 - Pengcheng Yin, John Wieting, Avirup Sil, Graham Neubig:
On The Ingredients of an Effective Zero-shot Semantic Parser. 1455-1474 - Hanna Behnke, Marina Fomicheva, Lucia Specia:
Bias Mitigation in Machine Translation Quality Estimation. 1475-1487 - Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Miguel Pino:
Unified Speech-Text Pre-training for Speech Translation and Recognition. 1488-1499 - Yoshinari Fujinuma, Jordan L. Boyd-Graber, Katharina Kann:
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability. 1500-1512 - Mengzhou Xia, Zexuan Zhong, Danqi Chen:
Structured Pruning Learns Compact and Accurate Models. 1513-1528 - Shiyue Zhang, Benjamin Frey, Mohit Bansal:
How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language. 1529-1541 - Sanjeev Kumar Karn, Ning Liu, Hinrich Schütze, Oladimeji Farri:
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization. 1542-1553 - Jiawei Zhou, Jason Eisner, Michael Newman, Emmanouil Antonios Platanios, Sam Thomson:
Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue. 1554-1576 - Asaf Harari, Gilad Katz:
Few-Shot Tabular Data Enrichment Using Fine-Tuned Transformer Architectures. 1577-1591 - Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Hassan Awadallah, Dragomir R. Radev, Rui Zhang:
SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents. 1592-1604 - Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao:
Open Domain Question Answering with A Unified Knowledge Interface. 1605-1620 - Aitor Ormazabal, Mikel Artetxe, Aitor Soroa, Gorka Labaka, Eneko Agirre:
Principled Paraphrase Generation with Parallel Corpora. 1621-1638 - Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Mahani Aljunied, Shafiq R. Joty, Luo Si, Chunyan Miao:
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. 1639-1657 - Dongha Choi, Hongseok Choi, Hyunju Lee:
Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation. 1658-1669 - Bhargavi Paranjape, Matthew Lamm, Ian Tenney:
Retrieval-guided Counterfactual Generation for QA. 1670-1686 - Ziming Mao, Chen Henry Wu, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir R. Radev:
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization. 1687-1698 - Bowen Shi, Diane Brentari, Greg Shakhnarovich, Karen Livescu:
Searching for fingerspelled content in American Sign Language. 1699-1712 - Pratyusha Sharma, Antonio Torralba, Jacob Andreas:
Skill Induction and Planning with Latent Language. 1713-1726 - Abelardo Carlos Martinez Lorenzo, Marco Maru, Roberto Navigli:
Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation. 1727-1741 - Charles Welch, Chenxi Gu, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea:
Leveraging Similar Users for Personalized Language Modeling with Limited Data. 1742-1752 - Junjie Hu, Hiroaki Hayashi, Kyunghyun Cho, Graham Neubig:
DEEP: DEnoising Entity Pre-training for Neural Machine Translation. 1753-1766 - Bin Liang, Chenwei Lou, Xiang Li, Min Yang, Lin Gui, Yulan He, Wenjie Pei, Ruifeng Xu:
Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network. 1767-1777 - Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. 1778-1796 - Haochen Liu, Joseph Thekinen, Sinem Mollaoglu, Da Tang, Ji Yang, Youlong Cheng, Hui Liu, Jiliang Tang:
Toward Annotator Group Bias in Crowdsourcing. 1797-1806 - Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, Matteo Negri, Marco Turchi:
Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation. 1807-1824 - Zhihong Shao, Minlie Huang:
Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework. 1825-1838 - Alexander Immer, Lucas Torroba Hennigen, Vincent Fortuin, Ryan Cotterell:
Probing as Quantifying Inductive Bias. 1839-1851 - Yanyang Li, Fuli Luo, Runxin Xu, Songfang Huang, Fei Huang, Liwei Wang:
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency. 1852-1865 - Changye Li, David S. Knopman, Weizhe Xu, Trevor Cohen, Serguei Pakhomov:
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models. 1866-1877 - Nicholas Meade, Elinor Poole-Dayan, Siva Reddy:
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models. 1878-1898 - Minghuan Tan, Yong Dai, Duyu Tang, Zhangyin Feng, Guoping Huang, Jing Jiang, Jiwei Li, Shuming Shi:
Exploring and Adapting Chinese GPT to Pinyin Input Method. 1899-1909 - Kunxun Qi, Hai Wan, Jianfeng Du, Haolan Chen:
Enhancing Cross-lingual Natural Language Inference by Prompt-learning from Cross-lingual Templates. 1910-1923 - Yi Zhou, Masahiro Kaneko, Danushka Bollegala:
Sense Embeddings are also Biased - Evaluating Social Biases in Static and Contextualised Sense Embeddings. 1924-1935 - Connor Baumler, Soumya Ray:
Hybrid Semantics for Goal-Directed Natural Language Generation. 1936-1946 - Georgios Katsimpras, Georgios Paliouras:
Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization. 1947-1957 - Yanling Xiao, Lemao Liu, Guoping Huang, Qu Cui, Shujian Huang, Shuming Shi, Jiajun Chen:
BiTIIMT: A Bilingual Text-infilling Method for Interactive Machine Translation. 1958-1969 - Samuel Broscheit, Quynh Do, Judith Gaspers:
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding. 1970-1985 - Yanzeng Li, Jiangxia Cao, Xin Cong, Zhenyu Zhang, Bowen Yu, Hongsong Zhu, Tingwen Liu:
Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph. 1986-1996 - Kunyuan Pang, Haoyu Zhang, Jie Zhou, Ting Wang:
Divide and Denoise: Learning from Noisy Labels in Fine-Grained Entity Typing with Cluster-Wise Loss Correction. 1997-2006 - Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou:
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. 2007-2022 - Chenze Shao, Yang Feng:
Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation. 2023-2036 - Ehsan Aghazadeh, Mohsen Fayyaz, Yadollah Yaghoobzadeh:
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages. 2037-2050 - Chenhua Chen, Zhiyang Teng, Zhongqing Wang, Yue Zhang:
Discrete Opinion Tree Induction for Aspect-based Sentiment Analysis. 2051-2064 - Leyang Cui, Sen Yang, Yue Zhang:
Investigating Non-local Features for Neural Constituency Parsing. 2065-2075 - Yi Chen, Jiayang Cheng, Haiyun Jiang, Lemao Liu, Haisong Zhang, Shuming Shi, Ruifeng Xu:
Learning from Sibling Mentions with Scalable Graph Inference in Fine-Grained Entity Typing. 2076-2087 - Yunlong Liang, Fandong Meng, Chulun Zhou, Jinan Xu, Yufeng Chen, Jinsong Su, Jie Zhou:
A Variational Hierarchical Model for Neural Cross-Lingual Summarization. 2088-2099 - Hai Ye, Hwee Tou Ng, Wenjuan Han:
On the Robustness of Question Rewriting Systems to Questions of Varying Hardness. 2100-2113 - Prem Selvaraj, Gokul N. C., Pratyush Kumar, Mitesh M. Khapra:
OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages. 2114-2133 - Cheng Chen, Yichun Yin, Lifeng Shang, Xin Jiang, Yujia Qin, Fengyu Wang, Zhi Wang, Xiao Chen, Zhiyuan Liu, Qun Liu:
bert2BERT: Towards Reusable Pretrained Language Models. 2134-2148 - Yan Ling, Jianfei Yu, Rui Xia:
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis. 2149-2159 - Yann Raphalen, Chloé Clavel, Justine Cassell:
"You might think about slightly revising the title": Identifying Hedges in Peer-tutoring Interactions. 2160-2174 - Dexin Wang, Kai Fan, Boxing Chen, Deyi Xiong:
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation. 2175-2187 - Songlin Yang, Kewei Tu:
Headed-Span-Based Projective Dependency Parsing. 2188-2200 - Alex Murphy, Bernd Bohnet, Ryan T. McDonald, Uta Noppeney:
Decoding Part-of-Speech from Human EEG Signals. 2201-2210 - Rui Zheng, Bao Rong, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang:
Robust Lottery Tickets for Pre-trained Language Models. 2211-2224 - Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Jingang Wang, Juanzi Li, Wei Wu, Maosong Sun:
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification. 2225-2240 - Xu Han, Yuqi Luo, Weize Chen, Zhiyuan Liu, Maosong Sun, Botong Zhou, Fei Hao, Suncong Zheng:
Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages. 2241-2250 - Ran Zhou, Xin Li, Ruidan He, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao:
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER. 2251-2262 - Shib Sankar Dasgupta, Michael Boratko, Siddhartha Mishra, Shriya Atmakuri, Dhruvesh Patel, Xiang Li, Andrew McCallum:
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings. 2263-2276 - Liying Cheng, Lidong Bing, Ruidan He, Qian Yu, Yan Zhang, Luo Si:
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks. 2277-2287 - Zhe Hu, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Hua Wu, Lifu Huang:
PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation. 2288-2305 - Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang:
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation. 2306-2319 - Jinyu Guo, Kai Shuang, Jijie Li, Zihan Wang, Yixuan Liu:
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking. 2320-2332 - Pride Kavumba, Ryo Takahashi, Yusuke Oda:
Are Prompt-based Models Clueless? 2333-2352 - Yu Lu, Jiali Zeng, Jiajun Zhang, Shuangzhi Wu, Mu Li:
Learning Confidence for Transformer-based Neural Machine Translation. 2353-2364 - Xiao Liu, Da Yin, Yansong Feng, Dongyan Zhao:
Things not Written in Text: Exploring Spatial Commonsense from Visual Signals. 2365-2376 - Songming Zhang, Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jian Liu, Jie Zhou:
Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation. 2377-2389 - Ningning Wang, Guobing Gan, Peng Zhang, Shuai Zhang, Victor Junqiu Wei, Qun Liu, Xin Jiang:
ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer. 2390-2402 - Songlin Yang, Kewei Tu:
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks. 2403-2416 - Liang Ding, Longyue Wang, Shuming Shi, Dacheng Tao, Zhaopeng Tu:
Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation. 2417-2426 - Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li:
Dependency Parsing as MRC-based Span-Span Prediction. 2427-2437 - Hui Wu, Xiaodong Shi:
Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis. 2438-2447 - Dustin Wright, David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Isabelle Augenstein, Lucy Lu Wang:
Generating Scientific Claims for Zero-Shot Scientific Fact Checking. 2448-2460 - Shaolei Zhang, Yang Feng:
Modeling Dual Read/Write Paths for Simultaneous Machine Translation. 2461-2477 - Edoardo Barba, Luigi Procopio, Roberto Navigli:
ExtEnD: Extractive Entity Disambiguation. 2478-2488 - Tom Hosking, Hao Tang, Mirella Lapata:
Hierarchical Sketch Induction for Paraphrase Generation. 2489-2501 - Keshav Kolluru, Muqeeth Mohammed, Shubham Mittal, Soumen Chakrabarti, Mausam:
Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction. 2502-2517 - Xueqing Wu, Jiacheng Zhang, Hang Li:
Text-to-Table: A New Way of Information Extraction. 2518-2533 - Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu:
Accelerating Code Search with Deep Hashing and Code Classification. 2534-2544 - Haitao Lin, Junnan Zhu, Lu Xiang, Yu Zhou, Jiajun Zhang, Chengqing Zong:
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions. 2545-2558 - Yucheng Zhou, Tao Shen, Xiubo Geng, Guodong Long, Daxin Jiang:
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification. 2559-2575 - Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn:
Measuring and Mitigating Name Biases in Neural Machine Translation. 2576-2590 - Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, Michael R. Lyu:
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation. 2591-2600 - Yunlong Liang, Fandong Meng, Jinan Xu, Yufeng Chen, Jie Zhou:
MSCTD: A Multimodal Sentiment Chat Translation Dataset. 2601-2613 - Pierre Colombo, Guillaume Staerman, Nathan Noiry, Pablo Piantanida:
Learning Disentangled Textual Representations via Statistical Measures of Similarity. 2614-2630 - Fan Yin, Zhouxing Shi, Cho-Jui Hsieh, Kai-Wei Chang:
On the Sensitivity and Stability of Model Interpretations in NLP. 2631-2647 - Saurabh Kulshreshtha, Olga Kovaleva, Namrata Shivagunde, Anna Rumshisky:
Down and Across: Introducing Crossword-Solving as a New NLP Benchmark. 2648-2659 - Yuxiang Wu, Matt Gardner, Pontus Stenetorp, Pradeep Dasigi:
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets. 2660-2676 - Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan:
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding. 2677-2686 - Dong-Ho Lee, Akshen Kadakia, Kangmin Tan, Mahak Agarwal, Xinyu Feng, Takashi Shibuya, Ryosuke Mitani, Toshiyuki Sekiya, Jay Pujara, Xiang Ren:
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER. 2687-2700 - Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li:
Contextual Representation Learning beyond Masked Language Modeling. 2701-2714 - Yongqi Zhang, Zhanke Zhou, Quanming Yao, Yong Li:
Efficient Hyper-parameter Search for Knowledge Graph Embedding. 2715-2735 - Qiang Ning, Ben Zhou, Hao Wu, Haoruo Peng, Chuchu Fan, Matt Gardner:
A Meta-framework for Spatiotemporal Quantity Extraction from Text. 2736-2749 - Woojeong Jin, Dong-Ho Lee, Chenguang Zhu, Jay Pujara, Xiang Ren:
Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer. 2750-2762 - Woojeong Jin, Yu Cheng, Yelong Shen, Weizhu Chen, Xiang Ren:
A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models. 2763-2775 - Chengwei Qin, Shafiq R. Joty:
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. 2776-2789 - Irene Li, Linfeng Song, Kun Xu, Dong Yu:
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution. 2790-2800 - Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang, Xiaobin Wang, Min Zhang:
Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations. 2801-2813 - Apoorv Saxena, Adrian Kochsiek, Rainer Gemulla:
Sequence-to-Sequence Knowledge Graph Completion and Question Answering. 2814-2828 - Yuwei Bao, Sayan Ghosh, Joyce Chai:
Learning to Mediate Disparities Towards Pragmatic Communication. 2829-2842 - Luyu Gao, Jamie Callan:
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval. 2843-2853 - Qingfeng Sun, Yujing Wang, Can Xu, Kai Zheng, Yaming Yang, Huang Hu, Fei Xu, Jessica Zhang, Xiubo Geng, Daxin Jiang:
Multimodal Dialogue Response Generation. 2854-2866 - Guanglin Niu, Bo Li, Yongfei Zhang, Shiliang Pu:
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion. 2867-2877 - Chulun Zhou, Fandong Meng, Jie Zhou, Min Zhang, Hongji Wang, Jinsong Su:
Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation. 2878-2889 - Yixin Liu, Pengfei Liu, Dragomir R. Radev, Graham Neubig:
BRIO: Bringing Order to Abstractive Summarization. 2890-2903 - Xi Ai, Bin Fang:
Leveraging Relaxed Equilibrium by Lazy Transition for Sequence Modeling. 2904-2924 - Santiago Castro, Ruoyao Wang, Pingxuan Huang, Ian Stewart, Oana Ignat, Nan Liu, Jonathan C. Stroud, Rada Mihalcea:
FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework. 2925-2940 - Xindi Wang, Robert E. Mercer, Frank Rudzicz:
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling. 2941-2951 - Ekaterina Svikhnushina, Iuliana Voinea, Anuradha Welivita, Pearl Pu:
A Taxonomy of Empathetic Questions in Social Dialogs. 2952-2973 - Hao Chen, Zepeng Zhai, Fangxiang Feng, Ruifan Li, Xiaojie Wang:
Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction. 2974-2985 - Anubrata Das, Chitrank Gupta, Venelin Kovatchev, Matthew Lease, Junyi Jessy Li:
ProtoTEx: Explaining Model Decisions with Prototype Tensors. 2986-2997 - Shuyan Zhou, Li Zhang, Yue Yang, Qing Lyu, Pengcheng Yin, Chris Callison-Burch, Graham Neubig:
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data. 2998-3012 - Alexander H. Liu, SouYoung Jin, Cheng-I Lai, Andrew Rouditchenko, Aude Oliva, James R. Glass:
Cross-Modal Discrete Representation Learning. 3013-3035 - Jun Gao, Wei Wang, Changlong Yu, Huan Zhao, Wilfred Ng, Ruifeng Xu:
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering. 3036-3049 - Robert Wolfe, Aylin Caliskan:
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations. 3050-3061 - Wenpeng Yin, Jia Li, Caiming Xiong:
ConTinTin: Continual Learning from Task Instructions. 3062-3072 - Eric Wallace, Nicholas Tomlin, Albert Xu, Kevin Yang, Eshaan Pathak, Matthew L. Ginsberg, Dan Klein:
Automated Crossword Solving. 3073-3085 - Nikita Kitaev, Thomas Lu, Dan Klein:
Learned Incremental Representations for Parsing. 3086-3095 - Siqi Shen, Verónica Pérez-Rosas, Charles Welch, Soujanya Poria, Rada Mihalcea:
Knowledge Enhanced Reflection Generation for Counseling Dialogues. 3096-3107 - Saadia Gabriel, Skyler Hallinan, Maarten Sap, Pemi Nguyen, Franziska Roesner, Eunsol Choi, Yejin Choi:
Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines. 3108-3127 - Bill Yuchen Lin, Sida Wang, Xi Victoria Lin, Robin Jia, Lin Xiao, Xiang Ren, Scott Yih:
On Continual Model Refinement in Out-of-Distribution Data Streams. 3128-3139 - Bodhisattwa Prasad Majumder, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Julian J. McAuley:
Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection. 3140-3153 - Jiacheng Liu, Alisa Liu, Ximing Lu, Sean Welleck, Peter West, Ronan Le Bras, Yejin Choi, Hannaneh Hajishirzi:
Generated Knowledge Prompting for Commonsense Reasoning. 3154-3169 - Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng:
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data. 3170-3179 - Vladislav Lialin, Kevin Zhao, Namrata Shivagunde, Anna Rumshisky:
Life after BERT: What do Other Muppets Understand about Language? 3180-3193 - Alexis Ross, Tongshuang Wu, Hao Peng, Matthew E. Peters, Matt Gardner:
Tailor: Generating and Perturbing Text with Semantic Controls. 3194-3213 - Stephanie Lin, Jacob Hilton, Owain Evans:
TruthfulQA: Measuring How Models Mimic Human Falsehoods. 3214-3252 - Marco Túlio Ribeiro, Scott M. Lundberg:
Adaptive Testing and Debugging of NLP Models. 3253-3267 - Vivek Gupta, Shuo Zhang, Alakananda Vempala, Yujie He, Temma Choji, Vivek Srikumar:
Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning. 3268-3283 - William Lane, Atticus Harrigan, Antti Arppe:
Interactive Word Completion for Plains Cree. 3284-3294 - Dora Jambor, Dzmitry Bahdanau:
LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing. 3295-3308 - Thomas Hartvigsen, Saadia Gabriel, Hamid Palangi, Maarten Sap, Dipankar Ray, Ece Kamar:
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection. 3309-3326 - Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Sravya Popuri, Xutai Ma, Adam Polyak, Yossi Adi, Qing He, Yun Tang, Juan Pino, Wei-Ning Hsu:
Direct Speech-to-Speech Translation With Discrete Units. 3327-3339 - Meng Cao, Yue Dong, Jackie Chi Kit Cheung:
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization. 3340-3354 - Mounica Maddela, Mayank Kulkarni, Daniel Preotiuc-Pietro:
EntSUM: A Data Set for Entity-Centric Extractive Summarization. 3355-3366 - Casey Meehan, Khalil Mrini, Kamalika Chaudhuri:
Sentence-level Privacy for Document Embeddings. 3367-3380 - Fahim Faisal, Yinkai Wang, Antonios Anastasopoulos:
Dataset Geography: Mapping Language Data to Language Users. 3381-3411 - Neeraj Varshney, Swaroop Mishra, Chitta Baral:
ILDAE: Instance-Level Difficulty Analysis of Evaluation Data. 3412-3425 - Benno Krojer, Vaibhav Adlakha, Vibhav Vineet, Yash Goyal, Edoardo Maria Ponti, Siva Reddy:
Image Retrieval from Contextual Descriptions. 3426-3440 - Zhihui Guo, Pramod Kumar Sharma, Andy Martinez, Liang Du, Robin Abraham:
Multilingual Molecular Representation Learning via Contrastive Pre-training. 3441-3453 - Adi Renduchintala, Adina Williams:
Investigating Failures of Automatic Translationin the Case of Unambiguous Gender. 3454-3469 - Swaroop Mishra, Daniel Khashabi, Chitta Baral, Hannaneh Hajishirzi:
Cross-Task Generalization via Natural Language Crowdsourcing Instructions. 3470-3487 - Lihu Chen, Gaël Varoquaux, Fabian M. Suchanek:
Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost. 3488-3504 - Swaroop Mishra, Arindam Mitra, Neeraj Varshney, Bhavdeep Singh Sachdeva, Peter Clark, Chitta Baral, Ashwin Kalyan:
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks. 3505-3523 - Ryan Steed, Swetasudha Panda, Ari Kobren, Michael L. Wick:
Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models. 3524-3542 - Yangjun Zhang, Pengjie Ren, Wentao Deng, Zhumin Chen, Maarten de Rijke:
Improving Multi-label Malevolence Detection in Dialogues through Multi-faceted Label Correlation Enhancement. 3543-3555 - Fangyuan Xu, Junyi Jessy Li, Eunsol Choi:
How Do We Answer Complex Questions: Discourse Structure of Long-form Answers. 3556-3572 - Wanyu Du, Vipul Raheja, Dhruv Kumar, Zae Myung Kim, Melissa Lopez, Dongyeop Kang:
Understanding Iterative Revision from Human-Written Text. 3573-3590 - Santiago Ontañón, Joshua Ainslie, Zachary Fisher, Vaclav Cvicek:
Making Transformers Solve Compositional Tasks. 3591-3607 - Verna Dankers, Christopher G. Lucas, Ivan Titov:
Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation. 3608-3626 - Haitian Sun, William W. Cohen, Ruslan Salakhutdinov:
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers. 3627-3637 - Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Lambert Mathias, Marzieh Saeidi, Veselin Stoyanov, Majid Yazdani:
Prompt-free and Efficient Few-shot Learning with Language Models. 3638-3652 - Yanzhe Zhang, Xuezhi Wang, Diyi Yang:
Continual Sequence Generation with Adaptive Compositional Modules. 3653-3667 - Nitish Joshi, He He:
An Investigation of the (In)effectiveness of Counterfactually Augmented Data. 3668-3681 - Caleb Ziems, Minzhi Li, Anthony Zhang, Diyi Yang:
Inducing Positive Perspectives with Text Reframing. 3682-3700 - Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang:
VALUE: Understanding Dialect Disparity in NLU. 3701-3720 - John Pavlopoulos, Léo Laugier, Alexandros Xenos, Jeffrey Sorensen, Ion Androutsopoulos:
From the Detection of Toxic Spans in Online Discussions to the Analysis of Toxic-to-Civil Transfer. 3721-3734 - Chen-Yu Lee, Chun-Liang Li, Timothy Dozat, Vincent Perot, Guolong Su, Nan Hua, Joshua Ainslie, Renshen Wang, Yasuhisa Fujii, Tomas Pfister:
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction. 3735-3754 - Caleb Ziems, Jane A. Yu, Yi-Chia Wang, Alon Y. Halevy, Diyi Yang:
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems. 3755-3773 - Le Hou, Richard Yuanzhe Pang, Tianyi Zhou, Yuexin Wu, Xinying Song, Xiaodan Song, Denny Zhou:
Token Dropping for Efficient BERT Pretraining. 3774-3784 - Prakhar Gupta, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong:
DialFact: A Benchmark for Fact-Checking in Dialogue. 3785-3801 - David Grangier, Dan Iter:
The Trade-offs of Domain Adaptation for Neural Language Models. 3802-3813 - Ife Adebara, Muhammad Abdul-Mageed:
Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go. 3814-3841 - Maksym Tarnavskyi, Artem N. Chernodub, Kostiantyn Omelianchuk:
Ensembling and Knowledge Distilling of Large Sequence Taggers for Grammatical Error Correction. 3842-3852 - Alissa Ostapenko, Shuly Wintner, Melinda Fricke, Yulia Tsvetkov:
Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching. 3853-3867 - Elena Álvarez Mellado, Constantine Lignos:
Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling. 3868-3888 - Adrien Bibal, Rémi Cardon, David Alfter, Rodrigo Wilkens, Xiaoou Wang, Thomas François, Patrick Watrin:
Is Attention Explanation? An Introduction to the Debate. 3889-3900 - Tingchen Fu, Xueliang Zhao, Chongyang Tao, Ji-Rong Wen, Rui Yan:
There Are a Thousand Hamlets in a Thousand People's Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory. 3901-3913 - Zdenek Kasner, Ondrej Dusek:
Neural Pipeline for Zero-Shot Data-to-Text Generation. 3914-3932 - Zoey Liu, Crystal Richardson, Richard J. Hatcher, Emily Prud'hommeaux:
Not always about you: Prioritizing community needs when developing endangered language technology. 3933-3944 - Mali Jin, Daniel Preotiuc-Pietro, A. Seza Dogruöz, Nikolaos Aletras:
Automatic Identification and Classification of Bragging in Social Media. 3945-3959 - Aliva Das, Xinya Du, Barry Wang, Kejian Shi, Jiayuan Gu, Thomas Porter, Claire Cardie:
Automatic Error Analysis for Document-level Information Extraction. 3960-3975 - Yinhong Liu, Guy Emerson:
Learning Functional Distributional Semantics with Visual Data. 3976-3988 - Sayan Ghosh, Shashank Srivastava:
ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding. 3989-4004 - Shankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq R. Joty:
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization. 4005-4023 - Michaela Socolof, Jackie Chi Kit Cheung, Michael Wagner, Timothy J. O'Donnell:
Characterizing Idioms: Conventionality and Contingency. 4024-4037 - Lukas Galke, Ansgar Scherp:
Bag-of-Words vs. Graph vs. Sequence in Text Classification: Questioning the Necessity of Text-Graphs and the Surprising Strength of a Wide MLP. 4038-4051 - Jack Weston, Raphael Lenain, Udeepa Meepegama, Emil Fristed:
Generative Pretraining for Paraphrase Evaluation. 4052-4073 - Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier:
Incorporating Stock Market Signals for Twitter Stance Detection. 4074-4091 - Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey:
Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation. 4092-4102 - Raquel G. Alhama:
Word Segmentation as Unsupervised Constituency Parsing. 4103-4112 - Emily Dinan, Gavin Abercrombie, A. Stevie Bergman, Shannon L. Spruit, Dirk Hovy, Y-Lan Boureau, Verena Rieser:
SafetyKit: First Aid for Measuring Safety in Open-domain Conversational Systems. 4113-4133 - Tom Sherborne, Mirella Lapata:
Zero-Shot Cross-lingual Semantic Parsing. 4134-4153 - Verna Dankers, Elia Bruni, Dieuwke Hupkes:
The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study. 4154-4175 - Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat:
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents. 4176-4192 - Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Yan Tan, Tian Lan, Wei Wei, Xian-Ling Mao:
Cross-Lingual Phrase Retrieval. 4193-4204 - Sanket Vaibhav Mehta, Jinfeng Rao, Yi Tay, Mihir Kale, Ankur Parikh, Emma Strubell:
Improving Compositional Generalization with Self-Training for Data-to-Text Generation. 4205-4219 - Yongqi Li, Wenjie Li, Liqiang Nie:
MMCoQA: Conversational Question Answering over Text, Tables, and Images. 4220-4231 - Wenxuan Shi, Fei Li, Jingye Li, Hao Fei, Donghong Ji:
Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis. 4232-4241 - Yufei Wang, Can Xu, Qingfeng Sun, Huang Hu, Chongyang Tao, Xiubo Geng, Daxin Jiang:
PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks. 4242-4255 - Hao Zheng, Mirella Lapata:
Disentangled Sequence to Sequence Learning for Compositional Generalization. 4256-4268 - Nan Yu, Meishan Zhang, Guohong Fu, Min Zhang:
RST Discourse Parsing with Second-Stage EDU-Level Pre-training. 4269-4280 - Liang Wang, Wei Zhao, Zhuoyu Wei, Jingming Liu:
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models. 4281-4294 - Oliver Eberle, Stephanie Brandl, Jonas Pilot, Anders Søgaard:
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? 4295-4309 - Ilias Chalkidis, Abhik Jana, Dirk Hartung, Michael J. Bommarito II, Ion Androutsopoulos, Daniel Martin Katz, Nikolaos Aletras:
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English. 4310-4330 - Niccolò Campolungo, Federico Martelli, Francesco Saina, Roberto Navigli:
DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation. 4331-4352 - Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
Improving Word Translation via Two-Stage Contrastive Learning. 4353-4374 - Yunlong Liang, Fandong Meng, Jinan Xu, Yufeng Chen, Jie Zhou:
Scheduled Multi-task Learning for Neural Chat Translation. 4375-4388 - Ilias Chalkidis, Tommaso Pasini, Sheng Zhang, Letizia Tomada, Sebastian Felix Schwemer, Anders Søgaard:
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing. 4389-4406 - Kaiqiang Song, Chen Li, Xiaoyang Wang, Dong Yu, Fei Liu:
Towards Abstractive Grounded Summarization of Podcast Transcripts. 4407-4418 - Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras:
FiNER: Financial Numeric Entity Recognition for XBRL Tagging. 4419-4431 - Mingzhe Li, Xiexiong Lin, Xiuying Chen, Jinxiong Chang, Qishen Zhang, Feng Wang, Taifeng Wang, Zhongyi Liu, Wei Chu, Dongyan Zhao, Rui Yan:
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation. 4432-4441 - Bugeun Kim, Kyung Seo Ki, Sangkyu Rhim, Gahgene Gweon:
EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers. 4442-4458 - Johannes Kiesel, Milad Alshomary, Nicolas Handke, Xiaoni Cai, Henning Wachsmuth, Benno Stein:
Identifying the Human Values behind Arguments. 4459-4471 - Kiril Gashteovski, Mingying Yu, Bhushan Kotnis, Carolin Lawrence, Mathias Niepert, Goran Glavas:
BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation. 4472-4490 - Xichen Pan, Peiyu Chen, Yichen Gong, Helong Zhou, Xinbing Wang, Zhouhan Lin:
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition. 4491-4503 - Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen:
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. 4504-4524 - Te-Lin Wu, Alexander Spangher, Pegah Alipoormolabashi, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng:
Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals. 4525-4542 - Qiang Sheng, Juan Cao, Xueyao Zhang, Rundong Li, Danding Wang, Yongchun Zhu:
Zoom Out and Observe: News Environment Perception for Fake News Detection. 4543-4556 - Lorenzo Lupo, Marco Dinarelli, Laurent Besacier:
Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models. 4557-4572 - Jian Liu, Yufeng Chen, Jinan Xu:
Saliency as Evidence: Event Detection with Trigger Saliency Attribution. 4573-4585 - Cesare Campagnano, Simone Conia, Roberto Navigli:
SRL4E - Semantic Role Labeling for Emotions: A Unified Evaluation Framework. 4586-4601 - Reto Gubelmann, Siegfried Handschuh:
Context Matters: A Pragmatic Study of PLMs' Negation Understanding. 4602-4621 - Simone Conia, Roberto Navigli:
Probing for Predicate Argument Structures in Pretrained Language Models. 4622-4632 - Kuan-Hao Huang, I-Hung Hsu, Prem Natarajan, Kai-Wei Chang, Nanyun Peng:
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction. 4633-4646 - Adam Tsakalidis, Federico Nanni, Anthony Hills, Jenny Chim, Jiayu Song, Maria Liakata:
Identifying Moments of Change from Longitudinal User Text. 4647-4660 - Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang:
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. 4661-4676 - Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang:
Graph Enhanced Contrastive Learning for Radiology Findings Summarization. 4677-4688 - Ao Liu, An Wang, Naoaki Okazaki:
Semi-Supervised Formality Style Transfer with Consistency Training. 4689-4701 - Yuan Chai, Yaobo Liang, Nan Duan:
Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure. 4702-4712 - Ying Su, Hongming Zhang, Yangqiu Song, Tong Zhang:
Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting. 4713-4723 - Marco Maru, Simone Conia, Michele Bevilacqua, Roberto Navigli:
Nibbling at the Hard Core of Word Sense Disambiguation. 4724-4737 - Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg:
Large Scale Substitution-based Word Sense Induction. 4738-4752 - Eleftheria Briakou, Marine Carpuat:
Can Synthetic Translations Improve Bitext Quality? 4753-4766 - Yikang Shen, Shawn Tan, Alessandro Sordoni, Peng Li, Jie Zhou, Aaron C. Courville:
Unsupervised Dependency Graph Network. 4767-4784 - Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Rui Wang, Ming Yan, Lihan Chen, Yanghua Xiao:
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types. 4785-4797 - Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier:
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. 4798-4810 - Jing Zhao, Yifan Wang, Junwei Bao, Youzheng Wu, Xiaodong He:
Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT. 4811-4820 - Chaofan Tao, Lu Hou, Wei Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Ping Luo, Ngai Wong:
Compression of Generative Pre-trained Language Models via Quantization. 4821-4836 - Xiwen Liang, Fengda Zhu, Lingling Li, Hang Xu, Xiaodan Liang:
Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration. 4837-4851 - Wei Chen, Yeyun Gong, Song Wang, Bolun Yao, Weizhen Qi, Zhongyu Wei, Xiaowu Hu, Bartuer Zhou, Yi Mao, Weizhu Chen, Biao Cheng, Nan Duan:
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation. 4852-4864 - Wei Chen, Yeyun Gong, Can Xu, Huang Hu, Bolun Yao, Zhongyu Wei, Zhihao Fan, Xiaowu Hu, Bartuer Zhou, Biao Cheng, Daxin Jiang, Nan Duan:
Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations. 4865-4877 - Mu-Chun Wang, Zixuan Liu, Sheng Wang:
Textomics: A Dataset for Genomics Data Summary Generation. 4878-4891 - Yuhao Zhang, Hongji Zhu, Yongliang Wang, Nan Xu, Xiaobo Li, Binqiang Zhao:
A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space. 4892-4903 - Deming Ye, Yankai Lin, Peng Li, Maosong Sun:
Packed Levitated Marker for Entity and Relation Extraction. 4904-4917 - Shiquan Yang, Rui Zhang, Sarah M. Erfani, Jey Han Lau:
An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation. 4918-4935 - Pengyu Nie, Jiyang Zhang, Junyi Jessy Li, Raymond J. Mooney, Milos Gligoric:
Impact of Evaluation Methodologies on Code Summarization. 4936-4960 - Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng:
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering. 4961-4974 - Pavan Holur, Tianyi Wang, Shadi Shahsavari, Timothy R. Tangherlini, Vwani P. Roychowdhury:
Which side are you on? Insider-Outsider classification in conspiracy-theoretic social media. 4975-4987 - Éric Le Ferrand, Steven Bird, Laurent Besacier:
Learning From Failure: Data Capture in an Australian Aboriginal Community. 4988-4998 - Wenya Wang, Sinno Jialin Pan:
Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension. 4999-5009 - Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. 5010-5028 - Chun Sik Chan, Huanqi Kong, Guanqing Liang:
A Comparative Study of Faithfulness Metrics for Model Interpretability Methods. 5029-5038 - Tu Vu, Brian Lester, Noah Constant, Rami Al-Rfou', Daniel Cer:
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer. 5039-5059 - Biru Zhu, Yujia Qin, Fanchao Qi, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu:
Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models. 5060-5072 - Zhenjie Zhao, Yufang Hou, Dakuo Wang, Mo Yu, Chengzhong Liu, Xiaojuan Ma:
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization. 5073-5085 - Jia-Chen Gu, Chao-Hong Tan, Chongyang Tao, Zhen-Hua Ling, Huang Hu, Xiubo Geng, Daxin Jiang:
HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations. 5086-5097 - Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Jey Han Lau:
The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature. 5098-5111 - Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. 5112-5128 - Yunhua Zhou, Peiju Liu, Xipeng Qiu:
KNN-Contrastive Learning for Out-of-Domain Intent Classification. 5129-5141 - Renyu Zhu, Lei Yuan, Xiang Li, Ming Gao, Wenyuan Cai:
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors. 5142-5153 - Jungsoo Park, Sewon Min, Jaewoo Kang, Luke Zettlemoyer, Hannaneh Hajishirzi:
FaVIQ: FAct Verification from Information-seeking Questions. 5154-5166 - Ge Gao, Eunsol Choi, Yoav Artzi:
Simulating Bandit Learning from User Feedback for Extractive Question Answering. 5167-5179 - Jing Xu, Arthur Szlam, Jason Weston:
Beyond Goldfish Memory: Long-Term Open-Domain Conversation. 5180-5197 - Sanjay Subramanian, William Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach:
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension. 5198-5215 - Xiao Liu, Heyan Huang, Ge Shi, Bo Wang:
Dynamic Prefix-Tuning for Generative Template-based Event Extraction. 5216-5228 - Mohammad Akbari, Amin Banitalebi-Dehkordi, Yong Zhang:
E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models. 5229-5244 - Wen Xiao, Iz Beltagy, Giuseppe Carenini, Arman Cohan:
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization. 5245-5263 - Xinya Du, Sha Li, Heng Ji:
Dynamic Global Memory for Document-level Argument Extraction. 5264-5275 - Daniel Wiechmann, Elma Kerz:
Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns. 5276-5290 - Simeng Sun, Angela Fan, James Cross, Vishrav Chaudhary, Chau Tran, Philipp Koehn, Francisco Guzmán:
Alternative Input Signals Ease Transfer in Multilingual Machine Translation. 5291-5305 - Colin Leong, Daniel Whitenack:
Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data. 5306-5315 - Sewon Min, Mike Lewis, Hannaneh Hajishirzi, Luke Zettlemoyer:
Noisy Channel Language Model Prompting for Few-Shot Text Classification. 5316-5330 - C. M. Downey, Shannon Drizin, Levon Haroutunian, Shivin Thukral:
Multilingual unsupervised sequence segmentation transfers to extremely low-resource languages. 5331-5346 - Antoine Nzeyimana, Andre Niyongabo Rubungo:
KinyaBERT: a Morphology-aware Kinyarwanda Language Model. 5347-5363 - Seoyeon Park, Cornelia Caragea:
On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency. 5364-5374 - Kevin Stowe, Prasetya Ajie Utama, Iryna Gurevych:
IMPLI: Investigating NLI Models' Performance on Figurative Language. 5375-5388 - Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong:
QAConv: Question Answering on Informative Conversations. 5389-5411 - Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. 5412-5424 - Chun Hei Lo, Wai Lam, Hong Cheng:
Semantic Composition with PSHRG for Derivation Tree Reconstruction from Graph-Based Meaning Representations. 5425-5439 - Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick:
HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes. 5440-5453 - Kabir Ahuja, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury:
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models. 5454-5467 - Pedro Henrique Martins, Zita Marinho, André F. T. Martins:
∞-former: Infinite Memory Transformer. 5468-5485 - Damián E. Blasi, Antonios Anastasopoulos, Graham Neubig:
Systematic Inequalities in Language Technology Performance across the World's Languages. 5486-5505 - Leonie Weissweiler, Valentin Hofmann, Masoud Jalili Sabet, Hinrich Schütze:
CaMEL: Case Marker Extraction without Labels. 5506-5516 - Isar Nejadgholi, Kathleen C. Fraser, Svetlana Kiritchenko:
Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors. 5517-5529 - Neele Falk, Gabriella Lapesa:
Reports of personal experiences and stories in argumentation: datasets and analysis. 5530-5553 - Fahime Same, Guanyi Chen, Kees van Deemter:
Non-neural Models Matter: a Re-evaluation of Neural Referring Expression Generation Systems. 5554-5567 - Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios:
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion. 5568-5578 - Qiwei Peng, David J. Weir, Julie Weeds, Yekun Chai:
Predicate-Argument Based Bi-Encoder for Paraphrase Identification. 5579-5589 - Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang:
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective. 5590-5600 - Christine de Kock, Andreas Vlachos:
Leveraging Wikipedia article evolution for promotional tone detection. 5601-5613 - Mark Dingemanse, Andreas Liesenfeld:
From text to talk: Harnessing conversational corpora for humane and diversity-aware language technology. 5614-5633 - Qin Liu, Rui Zheng, Bao Rong, Jingyi Liu, Zhihua Liu, Zhanzhan Cheng, Liang Qiao, Tao Gui, Qi Zhang, Xuanjing Huang:
Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning. 5634-5644 - Md. Rashad Al Hasan Rony, Liubov Kovriguina, Debanjan Chaudhuri, Ricardo Usbeck, Jens Lehmann:
RoMe: A Robust Metric for Evaluating Natural Language Generation. 5645-5657 - Victor Milewski, Miryam de Lhoneux, Marie-Francine Moens:
Finding Structural Knowledge in Multimodal-BERT. 5658-5671 - Weize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Fully Hyperbolic Neural Networks. 5672-5686 - Qingkai Fang, Yang Feng:
Neural Machine Translation with Phrase-Level Universal Visual Representations. 5687-5698 - Jinming Zhao, Tenggan Zhang, Jingwen Hu, Yuchen Liu, Qin Jin, Xinchao Wang, Haizhou Li:
M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database. 5699-5710 - Jiawei Chen, Qing Liu, Hongyu Lin, Xianpei Han, Le Sun:
Few-shot Named Entity Recognition with Self-describing Networks. 5711-5722 - Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei:
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing. 5723-5738 - Francesco Moramarco, Alex Papadopoulos-Korfiatis, Mark Perera, Damir Juric, Jack Flann, Ehud Reiter, Anya Belz, Aleksandar Savkov:
Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation. 5739-5754 - Yaojie Lu, Qing Liu, Dai Dai, Xinyan Xiao, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu:
Unified Structure Generation for Universal Information Extraction. 5755-5772 - Jing Zhang, Xiaokang Zhang, Jifan Yu, Jian Tang, Jie Tang, Cuiping Li, Hong Chen:
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering. 5773-5784 - Fangchao Liu, Hongyu Lin, Xianpei Han, Boxi Cao, Le Sun:
Pre-training to Match for Unified Low-shot Relation Extraction. 5785-5795 - Boxi Cao, Hongyu Lin, Xianpei Han, Fangchao Liu, Le Sun:
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View. 5796-5808 - Enrique Amigó, Agustín D. Delgado:
Evaluating Extreme Hierarchical Multi-label Classification. 5809-5819 - Carolina Cuesta-Lázaro, Animesh Prasad, Trevor Wood:
What does the sea say to the shore? A BERT based DST style approach for speaker to dialogue attribution in novels. 5820-5829 - Satyapriya Krishna, Rahul Gupta, Apurv Verma, Jwala Dhamala, Yada Pruksachatkun, Kai-Wei Chang:
Measuring Fairness of Text Classifiers via Prediction Sensitivity. 5830-5842 - Kai Chen, Ye Wang, Yitong Li, Aiping Li:
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion. 5843-5857 - Xiaoqiang Wang, Bang Liu, Fangli Xu, Bo Long, Siliang Tang, Lingfei Wu:
Feeding What You Need by Understanding What You Learned. 5858-5874 - Weijie Chen, Yongzhu Chang, Rongsheng Zhang, Jiashu Pu, Guandan Chen, Le Zhang, Yadong Xi, Yijiang Chen, Chang Su:
Probing Simile Knowledge from Pre-trained Language Models. 5875-5887 - Xin Mao, Meirong Ma, Hao Yuan, Jianchao Zhu, Zongyu Wang, Rui Xie, Wei Wu, Man Lan:
An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism. 5888-5898 - Zhibin Chen, Yansong Feng, Dongyan Zhao:
Entailment Graph Learning with Textual Entailment and Soft Transitivity. 5899-5910 - Yiming Ju, Yuanzhe Zhang, Zhao Yang, Zhongtao Jiang, Kang Liu, Jun Zhao:
Logic Traps in Evaluating Attribution Scores. 5911-5922 - Zheng Gong, Kun Zhou, Wayne Xin Zhao, Jing Sha, Shijin Wang, Ji-Rong Wen:
Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network. 5923-5933 - Cunliang Kong, Yun Chen, Hengyuan Zhang, Liner Yang, Erhong Yang:
Multitasking Framework for Unsupervised Simple Definition Generation. 5934-5943 - Zhanming Jie, Jierui Li, Wei Lu:
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction. 5944-5955 - Shivani Kumar, Atharva Kulkarni, Md. Shad Akhtar, Tanmoy Chakraborty:
When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party Dialogues. 5956-5968 - Seonghyeon Lee, Dongha Lee, Seongbo Jang, Hwanjo Yu:
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning. 5969-5979 - Linhai Zhang, Xuemeng Hu, Boyu Wang, Deyu Zhou, Qian-Wen Zhang, Yunbo Cao:
Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge. 5980-5989 - Shunyu Zhang, Yaobo Liang, Ming Gong, Daxin Jiang, Nan Duan:
Multi-View Document Representation Learning for Open-Domain Dense Retrieval. 5990-6000 - Xuefeng Bai, Yulong Chen, Yue Zhang:
Graph Pre-training for AMR Parsing and Generation. 6001-6015 - Ori Yoran, Alon Talmor, Jonathan Berant:
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills. 6016-6031 - Xi Ye, Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong:
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering. 6032-6043 - Prathyusha Jwalapuram, Shafiq R. Joty, Xiang Lin:
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling. 6044-6059 - Bin Wang, C.-C. Jay Kuo, Haizhou Li:
Just Rank: Rethinking Evaluation with Word and Sentence Similarities. 6060-6077 - Junlong Li, Yiheng Xu, Lei Cui, Furu Wei:
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding. 6078-6087 - Haoyu Song, Li Dong, Weinan Zhang, Ting Liu, Furu Wei:
CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment. 6088-6100 - Shulin Cao, Jiaxin Shi, Liangming Pan, Lunyiu Nie, Yutong Xiang, Lei Hou, Juanzi Li, Bin He, Hanwang Zhang:
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base. 6101-6119 - Kun Zhou, Beichen Zhang, Wayne Xin Zhao, Ji-Rong Wen:
Debiased Contrastive Learning of Unsupervised Sentence Representations. 6120-6130 - Zhixing Tan, Xiangwen Zhang, Shuo Wang, Yang Liu:
MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators. 6131-6142 - Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen:
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues. 6143-6158 - Jiacheng Li, Jingbo Shang, Julian J. McAuley:
UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining. 6159-6169 - Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei:
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. 6170-6182 - Chao Lou, Songlin Yang, Kewei Tu:
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing. 6183-6198 - Xi Ye, Greg Durrett:
Can Explanations Be Useful for Calibrating Black Box Models? 6199-6212 - Xin Wang, Minlong Peng, Mingming Sun, Ping Li:
OIE@OIA: an Adaptable and Efficient Open Information Extraction Framework. 6213-6226 - Shuai Lu, Nan Duan, Hojae Han, Daya Guo, Seung-won Hwang, Alexey Svyatkovskiy:
ReACC: A Retrieval-Augmented Code Completion Framework. 6227-6240 - Quzhe Huang, Shibo Hao, Yuan Ye, Shengqi Zhu, Yansong Feng, Dongyan Zhao:
Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED. 6241-6252 - Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Scott Yih, Madian Khabsa:
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning. 6253-6264 - Xiaosen Zheng, Jing Jiang:
An Empirical Study of Memorization in NLP. 6265-6278 - Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary, Luis Chiruzzo, Angela Fan, John E. Ortega, Ricardo Ramos, Annette Rios, Iván Vladimir Meza Ruíz, Gustavo Giménez Lugo, Elisabeth Mager, Graham Neubig, Alexis Palmer, Rolando Coto-Solano, Ngoc Thang Vu, Katharina Kann:
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages. 6279-6299 - Yangruibo Ding, Luca Buratti, Saurabh Pujar, Alessandro Morari, Baishakhi Ray, Saikat Chakraborty:
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts. 6300-6312 - Gary Ang, Ee-Peng Lim:
Guided Attention Multimodal Multitask Financial Forecasting with Inter-Company Relationships and Global and Local News. 6313-6326 - Bei Li, Chuanhao Lv, Zefan Zhou, Tao Zhou, Tong Xiao, Anxiang Ma, Jingbo Zhu:
On Vision Features in Multimodal Machine Translation. 6327-6337 - Sarkar Snigdha Sarathi Das, Arzoo Katiyar, Rebecca J. Passonneau, Rui Zhang:
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning. 6338-6353 - Daniela Teodorescu, Josie Matalski, Delaney Lothian, Denilson Barbosa, Carrie Demmans Epp:
Cree Corpus: A Collection of nêhiyawêwin Resources. 6354-6364 - Chi-Yang Hsu, Yun-Wei Chu, Vincent Chen, Kuan-Chieh Lo, Chacha Chen, Ting-Hao (Kenneth) Huang, Lun-Wei Ku:
Learning to Rank Visual Stories From Human Ranking Data. 6365-6378 - Pengfei Li, Liangyou Li, Meng Zhang, Minghao Wu, Qun Liu:
Universal Conditional Masked Language Pre-training for Neural Machine Translation. 6379-6391 - Carlos E. Jimenez, Olga Russakovsky, Karthik Narasimhan:
CARETS: A Consistency And Robustness Evaluative Test Suite for VQA. 6392-6405 - Xiaotao Gu, Yikang Shen, Jiaming Shen, Jingbo Shang, Jiawei Han:
Phrase-aware Unsupervised Constituency Parsing. 6406-6415 - Tianbo Ji, Yvette Graham, Gareth J. F. Jones, Chenyang Lyu, Qun Liu:
Achieving Reliable Human Assessment of Open-Domain Dialogue Systems. 6416-6437 - Sheena Panthaplackel, Adrian Benton, Mark Dredze:
Updated Headline Generation: Creating Updated Summaries for Evolving News Stories. 6438-6461 - Megan Ung, Jing Xu, Y-Lan Boureau:
SaFeRDialogues: Taking Feedback Gracefully after Conversational Safety Failures. 6462-6481 - Emily Goodwin, Siva Reddy, Timothy J. O'Donnell, Dzmitry Bahdanau:
Compositional Generalization in Dependency Parsing. 6482-6493 - Ojas Ahuja, Jiacheng Xu, Akshay Gupta, Kevin Horecka, Greg Durrett:
ASPECTNEWS: Aspect-Oriented Summarization of News Documents. 6494-6506 - Nianlong Gu, Elliott Ash, Richard H. R. Hahnloser:
MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes. 6507-6522 - Rakesh R. Menon, Sayan Ghosh, Shashank Srivastava:
CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations. 6523-6546 - Freda Shi, Kevin Gimpel, Karen Livescu:
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing. 6547-6563 - Manuel Tonneau, Dhaval Adjodah, João Palotti, Nir Grinberg, Samuel Fraiberger:
Multilingual Detection of Personal Employment Status on Twitter. 6564-6587 - Yilun Zhao, Yunxiang Li, Chenying Li, Rui Zhang:
MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data. 6588-6600 - Lisa Bylinina, Alexey Tikhonov:
Transformers in the loop: Polarity in neural models of language. 6601-6610 - Zhiwei He, Xing Wang, Rui Wang, Shuming Shi, Zhaopeng Tu:
Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation. 6611-6623 - Nachshon Cohen, Amit Portnoy, Besnik Fetahu, Amir Ingber:
SDR: Efficient Neural Re-ranking using Succinct Document Representation. 6624-6637 - Mina Valizadeh, Natalie Parde:
The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications. 6638-6660 - Thai Le, Noseong Park, Dongwon Lee:
SHIELD: Defending Textual Neural Networks against Multiple Black-Box Adversarial Attacks with Stochastic Multi-Expert Patcher. 6661-6674 - Soumya Chatterjee, Sunita Sarawagi, Preethi Jyothi:
Accurate Online Posterior Alignments for Principled Lexically-Constrained Decoding. 6675-6689 - Zhuohao Chen, Jangwon Kim, Ram Bhakta, Mustafa Y. Sir:
Leveraging Task Transferability to Meta-learning for Clinical Section Classification with Limited Data. 6690-6702 - Rajkumar Pujari, Erik Oveson, Priyanka Kulkarni, Elnaz Nouri:
Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection. 6703-6712 - Sidsel Boldsen, Patrizia Paggio:
Letters From the Past: Modeling Historical Sound Change Through Diachronic Character Embeddings. 6713-6722 - Tianyu Liu, Yizhe Zhang, Chris Brockett, Yi Mao, Zhifang Sui, Weizhu Chen, Bill Dolan:
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation. 6723-6737 - Andreas Grivas, Nikolay Bogoychev, Adam Lopez:
Low-Rank Softmax Can Have Unargmaxable Classes in Theory but Rarely in Practice. 6738-6758 - Yubo Ma, Zehao Wang, Yixin Cao, Mukai Li, Meiqi Chen, Kun Wang, Jing Shao:
Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction. 6759-6774 - Shaolei Zhang, Yang Feng:
Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework. 6775-6788 - Antoine Louis, Gerasimos Spanakis:
A Statutory Article Retrieval Dataset in French. 6789-6803 - Varvara Logacheva, Daryna Dementieva, Sergey Ustyantsev, Daniil Moskovskiy, David Dale, Irina Krotova, Nikita Semenov, Alexander Panchenko:
ParaDetox: Detoxification with Parallel Data. 6804-6818 - Sidsel Boldsen, Manex Agirrezabal, Nora Hollenstein:
Interpreting Character Embeddings With Perceptual Representations: The Case of Shape, Sound, and Color. 6819-6836 - Fredrik Carlsson, Joey Öhman, Fangyu Liu, Severine Verlinden, Joakim Nivre, Magnus Sahlgren:
Fine-Grained Controllable Text Generation Using Non-Residual Prompting. 6837-6857 - Florian Lux, Ngoc Thang Vu:
Language-Agnostic Meta-Learning for Low-Resource Text-to-Speech with Articulatory Features. 6858-6868 - Lauren Cassidy, Teresa Lynn, James Barry, Jennifer Foster:
TwittIrish: A Universal Dependencies Treebank of Tweets in Modern Irish. 6869-6884 - Yizhu Liu, Qi Jia, Kenny Q. Zhu:
Length Control in Abstractive Summarization by Pretraining Information Selection. 6885-6895 - Zichu Fei, Qi Zhang, Tao Gui, Di Liang, Sirui Wang, Wei Wu, Xuanjing Huang:
CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation. 6896-6906 - Mostafa Abdou, Vinit Ravishankar, Artur Kulmizev, Anders Søgaard:
Word Order Does Matter and Shuffled Language Models Know It. 6907-6919 - George Chrysostomou, Nikolaos Aletras:
An Empirical Study on Explanations in Out-of-Domain Settings. 6920-6938 - Bhushan Kotnis, Kiril Gashteovski, Daniel Rubio, Ammar Shaker, Vanesa Rodriguez-Tembras, Makoto Takamoto, Mathias Niepert, Carolin Lawrence:
MILIE: Modular & Iterative Multilingual Open Information Extraction. 6939-6950 - Saku Sugawara, Nikita Nangia, Alex Warstadt, Samuel R. Bowman:
What Makes Reading Comprehension Questions Difficult? 6951-6971 - Javier Iranzo-Sánchez, Jorge Civera, Alfons Juan-Císcar:
From Simultaneous to Streaming Machine Translation by Leveraging Streaming History. 6972-6985 - Jinghui Lu, Linyi Yang, Brian MacNamee, Yue Zhang:
A Rationale-Centric Framework for Human-in-the-loop Machine Learning. 6986-6996 - Daniel Hershcovich, Stella Frank, Heather C. Lent, Miryam de Lhoneux, Mostafa Abdou, Stephanie Brandl, Emanuele Bugliarello, Laura Cabello Piqueras, Ilias Chalkidis, Ruixiang Cui, Constanza Fierro, Katerina Margatina, Phillip Rust, Anders Søgaard:
Challenges and Strategies in Cross-Cultural NLP. 6997-7013 - Ganqu Cui, Shengding Hu, Ning Ding, Longtao Huang, Zhiyuan Liu:
Prototypical Verbalizer for Prompt-based Few-shot Tuning. 7014-7024 - Matthias Hagen, Maik Fröbe, Artur Jurk, Martin Potthast:
Clickbait Spoiling via Question Answering and Passage Retrieval. 7025-7036 - Wangchunshu Zhou, Canwen Xu, Julian J. McAuley:
BERT Learns to Teach: Knowledge Distillation with Meta Learning. 7037-7049 - Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang:
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. 7050-7062 - Shuo Wang, Zhixing Tan, Yang Liu:
Integrating Vectorized Lexical Constraints for Neural Machine Translation. 7063-7073 - Yan Liu, Sanyuan Chen, Yazheng Yang, Qi Dai:
MPII: Multi-Level Mutual Promotion for Inference and Interpretation. 7074-7084 - Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei:
StableMoE: Stable Routing Strategy for Mixture of Experts. 7085-7095 - Enwei Zhu, Jinpeng Li:
Boundary Smoothing for Named Entity Recognition. 7096-7108 - Zihan Wang, Peiyi Wang, Lianzhe Huang, Xin Sun, Houfeng Wang:
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification. 7109-7119 - Mark Chu, Bhargav Srinivasa Desikan, Ethan O. Nadler, Donald Ruggiero Lo Sardo, Elise Darragh-Ford, Douglas Guilbeault:
Signal in Noise: Exploring Meaning Encoded in Random Character Sequences with Character-Aware Language Models. 7120-7134 - Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen:
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering. 7135-7146 - Xiao Li, Gong Cheng, Ziheng Chen, Yawei Sun, Yuzhong Qu:
AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension. 7147-7161 - Chen Liang, Pengcheng He, Yelong Shen, Weizhu Chen, Tuo Zhao:
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing. 7162-7175 - Masahiro Kaneko, Sho Takase, Ayana Niwa, Naoaki Okazaki:
Interpretability for Language Learners Using Example-Based Grammatical Error Correction. 7176-7187 - Yangming Li, Lemao Liu, Shuming Shi:
Rethinking Negative Sampling for Handling Missing Entity Annotations. 7188-7197 - Kang Zhou, Yuepei Li, Qi Li:
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning. 7198-7211 - Daya Guo, Shuai Lu, Nan Duan, Yanlin Wang, Ming Zhou, Jian Yin:
UniXcoder: Unified Cross-Modal Pre-training for Code Representation. 7212-7225 - Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya, Ade Romadhony, Rahmad Mahendra, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Timothy Baldwin, Jey Han Lau, Sebastian Ruder:
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia. 7226-7249 - Yao Dou, Maxwell Forbes, Rik Koncel-Kedziorski, Noah A. Smith, Yejin Choi:
Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text. 7250-7274 - Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo:
Transkimmer: Transformer Learns to Layer-wise Skim. 7275-7286 - Jue Wang, Ke Chen, Gang Chen, Lidan Shou, Julian J. McAuley:
SkipBERT: Efficient Inference with Shallow Layer Skipping. 7287-7301 - Ryokan Ri, Yoshimasa Tsuruoka:
Pretraining with Artificial Language: Studying Transferable Knowledge in Language Models. 7302-7315 - Ryokan Ri, Ikuya Yamada, Yoshimasa Tsuruoka:
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models. 7316-7330 - Ashwin Devaraj, William Sheffield, Byron C. Wallace, Junyi Jessy Li:
Evaluating Factuality in Text Simplification. 7331-7345 - Aidan Pine, Dan Wells, Nathan Thanyehténhas Brinklow, Patrick Littell, Korin Richmond:
Requirements and Motivations of Low-Resource Speech Synthesis for Language Revitalization. 7346-7359 - Dara Bahri, Hossein Mobahi, Yi Tay:
Sharpness-Aware Minimization Improves Language Model Generalization. 7360-7371 - Wanyue Zhai, Jonathan Rusert, Zubair Shafiq, Padmini Srinivasan:
Adversarial Authorship Attribution for Deobfuscation. 7372-7384 - Shu Okabe, Laurent Besacier, François Yvon:
Weakly Supervised Word Segmentation for Computational Language Documentation. 7385-7398 - Mobashir Sadat, Cornelia Caragea:
SciNLI: A Corpus for Natural Language Inference on Scientific Text. 7399-7409 - Bai Li, Zining Zhu, Guillaume Thomas, Frank Rudzicz, Yang Xu:
Neural reality of argument structure constructions. 7410-7423 - Jonathan Rusert, Zubair Shafiq, Padmini Srinivasan:
On the Robustness of Offensive Language Classifiers. 7424-7438 - Kalpesh Krishna, Deepak Nathani, Xavier Garcia, Bidisha Samanta, Partha Talukdar:
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings. 7439-7468 - Hao Peng, Jungo Kasai, Nikolaos Pappas, Dani Yogatama, Zhaofeng Wu, Lingpeng Kong, Roy Schwartz, Noah A. Smith:
ABC: Attention with Bounded-memory Control. 7469-7483 - Samuel R. Bowman:
The Dangers of Underclaiming: Reasons for Caution When Reporting How NLP Systems Fail. 7484-7499 - Katherine Thai, Yapei Chang, Kalpesh Krishna, Mohit Iyyer:
RELiC: Retrieving Evidence for Literary Claims. 7500-7518 - Raphael Schumann, Stefan Riezler:
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas. 7519-7532 - Michelle Yuan, Patrick Xia, Chandler May, Benjamin Van Durme, Jordan L. Boyd-Graber:
Adapting Coreference Resolution Models through Active Learning. 7533-7549 - Sweta Agrawal, Marine Carpuat:
An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models. 7550-7563 - Michael Tänzer, Sebastian Ruder, Marek Rei:
Memorisation versus Generalisation in Pre-trained Language Models. 7564-7578 - Ruolan Yang, Zitong Li, Haifeng Tang, Kenny Q. Zhu:
ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments. 7579-7590 - Juliette Millet, Ewan Dunbar:
Do self-supervised speech models develop human-like perception biases? 7591-7605 - Jing Gu, Eliana Stefani, Qi Wu, Jesse Thomason, Xin Wang:
Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions. 7606-7623 - Suixin Ou, Yongmei Liu:
Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing. 7624-7638 - Eyal Shnarch, Ariel Gera, Alon Halfon, Lena Dankin, Leshem Choshen, Ranit Aharonov, Noam Slonim:
Cluster & Tune: Boost Cold Start Performance in Text Classification. 7639-7653 - David Chiang, Peter Cholak:
Overcoming a Theoretical Limitation of Self-Attention. 7654-7664 - Dengji Guo, Zhengrui Ma, Min Zhang, Yang Feng:
Prediction Difference Regularization against Perturbation for Neural Machine Translation. 7665-7675 - Wietse de Vries, Martijn Wieling, Malvina Nissim:
Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages. 7676-7685 - Silviu Vlad Oprea, Steven R. Wilson, Walid Magdy:
Should a Chatbot be Sarcastic? Understanding User Preferences Towards Sarcasm Generation. 7686-7700 - Xunjian Yin, Xiaojun Wan:
How Do Seq2Seq Models Perform on End-to-End Data-to-Text Generation? 7701-7710 - Max Müller-Eberstein, Rob van der Goot, Barbara Plank:
Probing for Labeled Dependency Trees. 7711-7726 - Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart:
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. 7727-7746 - Jiapeng Wang, Lianwen Jin, Kai Ding:
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding. 7747-7757 - Zhixian Yang, Xiaojun Wan:
Dependency-based Mixture Language Models. 7758-7773 - Subhabrata Dutta, Jeevesh Juneja, Dipankar Das, Tanmoy Chakraborty:
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? 7774-7786 - Sungho Jeon, Michael Strube:
Entity-based Neural Local Coherence Modeling. 7787-7805 - Edoardo Mosca, Shreyash Agarwal, Javier Rando-Ramirez, Georg Groh:
"That Is a Suspicious Reaction!": Interpreting Logits Variation to Detect NLP Adversarial Attacks. 7806-7816 - Steven Bird:
Local Languages, Third Spaces, and other High-Resource Scenarios. 7817-7829 - Xuemei Tang, Qi Su:
That Slepen Al the Nyght with Open Ye! Cross-era Sequence Segmentation with Switch-memory. 7830-7840 - Carolin Holtermann, Anne Lauscher, Simone Paolo Ponzetto:
Fair and Argumentative Language Modeling for Computational Argumentation. 7841-7861 - Ruiqing Zhang, Zhongjun He, Hua Wu, Haifeng Wang:
Learning Adaptive Segmentation Policy for End-to-End Simultaneous Translation. 7862-7874 - Qianyu He, Sijie Cheng, Zhixu Li, Rui Xie, Yanghua Xiao:
Can Pre-trained Language Models Interpret Similes as Smart as Human? 7875-7887 - Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen:
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. 7888-7915 - Puyuan Liu, Chenyang Huang, Lili Mou:
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization. 7916-7929 - Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Weihua Luo, Rong Jin:
Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation. 7930-7944 - Zhiyong Wu, Wei Bi, Xiang Li, Lingpeng Kong, Ben Kao:
Lexical Knowledge Internalization for Neural Dialog Generation. 7945-7958 - Junjie Chen, Xiangheng He, Yusuke Miyao:
Modeling Syntactic-Semantic Dependency Correlations in Semantic Role Labeling Using Mixture Models. 7959-7969 - Jinglin Liu, Chengxi Li, Yi Ren, Zhiying Zhu, Zhou Zhao:
Learning the Beauty in Songs: Neural Singing Voice Beautifier. 7970-7983 - Yu Cao, Wei Bi, Meng Fang, Shuming Shi, Dacheng Tao:
A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation. 7984-8002 - Michihiro Yasunaga, Jure Leskovec, Percy Liang:
LinkBERT: Pretraining Language Models with Document Links. 8003-8016 - Chao Shang, Guangtao Wang, Peng Qi, Jing Huang:
Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs. 8017-8026 - Liming Wang, Siyuan Feng, Mark Hasegawa-Johnson, Chang Dong Yoo:
Self-supervised Semantic-driven Phoneme Discovery for Zero-resource Speech Recognition. 8027-8047 - Haw-Shiuan Chang, Andrew McCallum:
Softmax Bottleneck Makes Language Models Unable to Represent Multi-mode Word Distributions. 8048-8073 - Huihan Li, Tianyu Gao, Manan Goenka, Danqi Chen:
Ditch the Gold Standard: Re-evaluating Conversational Question Answering. 8074-8085 - Yao Lu, Max Bartolo, Alastair Moore, Sebastian Riedel, Pontus Stenetorp:
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity. 8086-8098 - Prithviraj Ammanabrolu, Renee Jia, Mark O. Riedl:
Situated Dialogue Learning through Procedural Environment Generation. 8099-8116 - Yu Wan, Dayiheng Liu, Baosong Yang, Haibo Zhang, Boxing Chen, Derek F. Wong, Lidia S. Chao:
UniTE: Unified Translation Evaluation. 8117-8127 - Shulin Cao, Jiaxin Shi, Zijun Yao, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Zhiyuan Liu, Jinghui Xiao:
Program Transfer for Answering Complex Questions over Knowledge Bases. 8128-8140 - Yulin Xu, Zhen Yang, Fandong Meng, Jie Zhou:
EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation. 8141-8153 - Jiangbin Zheng, Yile Wang, Ge Wang, Jun Xia, Yufei Huang, Guojiang Zhao, Yue Zhang, Stan Z. Li:
Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings. 8154-8163 - Jiquan Wang, Lin Sun, Yi Liu, Meizhi Shao, Zengwei Zheng:
Multimodal Sarcasm Target Identification in Tweets. 8164-8175 - Peng Qian, Roger Levy:
Flexible Generation from Fragmentary Linguistic Input. 8176-8196 - Yi Ren, Xu Tan, Tao Qin, Zhou Zhao, Tie-Yan Liu:
Revisiting Over-Smoothness in Text to Speech. 8197-8213 - Nikolay Malkin, Zhen Wang, Nebojsa Jojic:
Coherence boosting: When your pretrained language model is not paying enough attention. 8214-8236 - Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov, Akim Tsvigun, Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov, Alexander Panchenko, Gleb Gusev, Mikhail Burtsev, Manvel Avetisian, Leonid Zhukov:
Uncertainty Estimation of Transformer Predictions for Misclassification Detection. 8237-8252 - Letitia Parcalabescu, Michele Cafagna, Lilitta Muradjan, Anette Frank, Iacer Calixto, Albert Gatt:
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena. 8253-8280 - Leshem Choshen, Guy Hacohen, Daphna Weinshall, Omri Abend:
The Grammar-Learning Trajectories of Neural Language Models. 8281-8297 - Tal August, Katharina Reinecke, Noah A. Smith:
Generating Scientific Definitions with Controllable Complexity. 8298-8317 - Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth:
Label Semantic Aware Pre-training for Few-shot Text Classification. 8318-8334 - Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu, Xuebo Liu, Min Zhang:
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation. 8335-8351 - Xin Su, Yiyun Zhao, Steven Bethard:
A Comparison of Strategies for Source-Free Domain Adaptation. 8352-8367 - Saif M. Mohammad:
Ethics Sheets for AI Tasks. 8368-8379 - Jake Vasilakes, Chrysoula Zerva, Makoto Miwa, Sophia Ananiadou:
Learning Disentangled Representations of Negation and Uncertainty. 8380-8397 - Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li:
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. 8398-8409 - Yuxian Gu, Xu Han, Zhiyuan Liu, Minlie Huang:
PPT: Pre-trained Prompt Tuning for Few-shot Learning. 8410-8423 - Katherine Lee, Daphne Ippolito, Andrew Nystrom, Chiyuan Zhang, Douglas Eck, Chris Callison-Burch, Nicholas Carlini:
Deduplicating Training Data Makes Language Models Better. 8424-8445 - Thong Nguyen, Andrew Yates, Ayah Zirikly, Bart Desmet, Arman Cohan:
Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires. 8446-8459 - Mojtaba Komeili, Kurt Shuster, Jason Weston:
Internet-Augmented Dialogue Generation. 8460-8478 - Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee:
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. 8479-8492 - Damai Dai, Li Dong, Yaru Hao, Zhifang Sui, Baobao Chang, Furu Wei:
Knowledge Neurons in Pretrained Transformers. 8493-8502 - Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara, Helen Yannakoudakis, Ekaterina Shutova:
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing. 8503-8520 - Aurélie Névéol, Yoann Dupont, Julien Bezançon, Karën Fort:
French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English. 8521-8531 - Thomas Müller, Guillermo Pérez-Torró, Marc Franco-Salvador:
Few-Shot Learning with Siamese Networks and Label Tuning. 8532-8545 - Jessy Lin, Daniel Fried, Dan Klein, Anca D. Dragan:
Inferring Rewards from Language in Context. 8546-8560 - Angela Fan, Claire Gardent:
Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies. 8561-8576 - Anna Filighera, Siddharth Parihar, Tim Steuer, Tobias Meuser, Sebastian Ochs:
Your Answer is Incorrect... Would you like to know why? Introducing a Bilingual Short Answer Feedback Dataset. 8577-8591 - Timothy Liu, De Wen Soh:
Towards Better Characterization of Paraphrases. 8592-8601 - Mingda Chen, Zewei Chu, Sam Wiseman, Kevin Gimpel:
SummScreen: A Dataset for Abstractive Screenplay Summarization. 8602-8615 - Michal Pietruszka, Lukasz Borchmann, Lukasz Garncarek:
Sparsifying Transformer Models with Trainable Representation Pooling. 8616-8633 - Felix Stahlberg, Ilia Kulikov, Shankar Kumar:
Uncertainty Determines the Adequacy of the Mode and the Tractability of Decoding in Sequence-to-Sequence Models. 8634-8645 - Jing Zhou, Yanan Zheng, Jie Tang, Li Jian, Zhilin Yang:
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning. 8646-8665 - Eugene Kharitonov, Ann Lee, Adam Polyak, Yossi Adi, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Morgane Rivière, Abdelrahman Mohamed, Emmanuel Dupoux, Wei-Ning Hsu:
Text-Free Prosody-Aware Generative Spoken Language Modeling. 8666-8681 - Yilin Zhao, Hai Zhao, Libin Shen, Yinggong Zhao:
Lite Unified Modeling for Discriminative Reading Comprehension. 8682-8695 - Chih-chan Tien, Shane Steinert-Threlkeld:
Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining. 8696-8706 - Mengze Li, Tianbao Wang, Haoyu Zhang, Shengyu Zhang, Zhou Zhao, Jiaxu Miao, Wenqiao Zhang, Wenming Tan, Jin Wang, Peng Wang, Shiliang Pu, Fei Wu:
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding. 8707-8717 - Hisashi Kamezawa, Noriki Nishida, Nobuyuki Shimizu, Takashi Miyazaki, Hideki Nakayama:
RNSum: A Large-Scale Dataset for Automatic Release Note Generation via Commit Logs Summarization. 8718-8735 - Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Claire Cardie:
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge. 8736-8747 - Thiemo Wambsganss, Christina Niklaus:
Modeling Persuasive Discourse to Adaptively Support Students' Argumentative Writing. 8748-8760 - Akash Kumar Mohankumar, Mitesh M. Khapra:
Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons. 8761-8781 - Milad Alshomary, Roxanne El Baff, Timon Gurcke, Henning Wachsmuth:
The Moral Debater: A Study on the Computational Generation of Morally Framed Arguments. 8782-8797 - Xin Huang, Ashish Khetan, Rene Bidart, Zohar Karnin:
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection. 8798-8817 - Karim Lasri, Tiago Pimentel, Alessandro Lenci, Thierry Poibeau, Ryan Cotterell:
Probing for the Usage of Grammatical Number. 8818-8831
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