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2020 – today
- 2024
[c57]Ge Luo, Weisi Fan, Miaoran Li, Youbiao He, Yinfei Yang, Forrest Sheng Bao:
On the Intractability to Synthesize Factual Inconsistencies in Summarization. EACL (Findings) 2024: 1026-1037- [c56]Zhengfeng Lai
, Haotian Zhang, Bowen Zhang, Wentao Wu, Haoping Bai, Aleksei Timofeev, Xianzhi Du, Zhe Gan, Jiulong Shan, Chen-Nee Chuah, Yinfei Yang, Meng Cao:
VeCLIP: Improving CLIP Training via Visual-Enriched Captions. ECCV (42) 2024: 111-127 - [c55]Keen You, Haotian Zhang, Eldon Schoop, Floris Weers, Amanda Swearngin, Jeffrey Nichols, Yinfei Yang, Zhe Gan:
Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs. ECCV (64) 2024: 240-255 - [c54]Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Sam Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Xianzhi Du, Futang Peng, Anton Belyi, Haotian Zhang, Karanjeet Singh, Doug Kang, Hongyu Hè, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang:
MM1: Methods, Analysis and Insights from Multimodal LLM Pre-training. ECCV (29) 2024: 304-323 - [c53]Tsu-Jui Fu, Wenze Hu, Xianzhi Du, William Yang Wang, Yinfei Yang, Zhe Gan:
Guiding Instruction-based Image Editing via Multimodal Large Language Models. ICLR 2024 - [c52]Ajay Kumar Jaiswal, Zhe Gan, Xianzhi Du, Bowen Zhang, Zhangyang Wang, Yinfei Yang:
Compressing LLMs: The Truth is Rarely Pure and Never Simple. ICLR 2024 - [c51]Wentao Wu, Aleksei Timofeev, Chen Chen, Bowen Zhang, Kun Duan, Shuangning Liu, Yantao Zheng, Jonathon Shlens, Xianzhi Du, Yinfei Yang:
MOFI: Learning Image Representations from Noisy Entity Annotated Images. ICLR 2024 - [c50]Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, Yinfei Yang:
Ferret: Refer and Ground Anything Anywhere at Any Granularity. ICLR 2024 - [c49]Zhengfeng Lai, Haoping Bai, Haotian Zhang, Xianzhi Du, Jiulong Shan, Yinfei Yang, Chen-Nee Chuah, Meng Cao:
Empowering Unsupervised Domain Adaptation with Large-scale Pre-trained Vision-Language Models. WACV 2024: 2679-2689 - [i62]Yusu Qian, Haotian Zhang, Yinfei Yang, Zhe Gan:
How Easy is It to Fool Your Multimodal LLMs? An Empirical Analysis on Deceptive Prompts. CoRR abs/2402.13220 (2024) - [i61]Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Sam Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Xianzhi Du, Futang Peng, Floris Weers, Anton Belyi, Haotian Zhang, Karanjeet Singh, Doug Kang, Ankur Jain, Hongyu Hè, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Guoli Yin, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang:
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training. CoRR abs/2403.09611 (2024) - [i60]Keen You, Haotian Zhang, Eldon Schoop, Floris Weers, Amanda Swearngin, Jeffrey Nichols, Yinfei Yang, Zhe Gan:
Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs. CoRR abs/2404.05719 (2024) - [i59]Haotian Zhang, Haoxuan You, Philipp Dufter, Bowen Zhang, Chen Chen, Hong-You Chen, Tsu-Jui Fu, William Yang Wang, Shih-Fu Chang, Zhe Gan, Yinfei Yang:
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models. CoRR abs/2404.07973 (2024) - [i58]Yusu Qian, Hanrong Ye, Jean-Philippe Fauconnier, Peter Grasch, Yinfei Yang, Zhe Gan:
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs. CoRR abs/2407.01509 (2024) - [i57]Elmira Amirloo, Jean-Philippe Fauconnier, Christoph Roesmann, Christian Kerl, Rinu Boney, Yusu Qian, Zirui Wang, Afshin Dehghan, Yinfei Yang, Zhe Gan, Peter Grasch:
Understanding Alignment in Multimodal LLMs: A Comprehensive Study. CoRR abs/2407.02477 (2024) - [i56]Haotian Zhang, Mingfei Gao, Zhe Gan, Philipp Dufter, Nina Wenzel, Forrest Huang, Dhruti Shah, Xianzhi Du, Bowen Zhang, Yanghao Li, Sam Dodge, Keen You, Zhen Yang, Aleksei Timofeev, Mingze Xu, Hong-You Chen, Jean-Philippe Fauconnier, Zhengfeng Lai, Haoxuan You, Zirui Wang, Afshin Dehghan, Peter Grasch, Yinfei Yang:
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning. CoRR abs/2409.20566 (2024) - [i55]Zhengfeng Lai, Vasileios Saveris, Chen Chen, Hong-You Chen, Haotian Zhang, Bowen Zhang, Juan Lao Tebar, Wenze Hu, Zhe Gan, Peter Grasch, Meng Cao, Yinfei Yang:
Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models. CoRR abs/2410.02740 (2024) - [i54]Hong-You Chen, Zhengfeng Lai, Haotian Zhang, Xinze Wang, Marcin Eichner, Keen You, Meng Cao, Bowen Zhang, Yinfei Yang, Zhe Gan:
Contrastive Localized Language-Image Pre-Training. CoRR abs/2410.02746 (2024) - [i53]Hanrong Ye, Haotian Zhang, Erik A. Daxberger, Lin Chen, Zongyu Lin, Yanghao Li, Bowen Zhang, Haoxuan You, Dan Xu, Zhe Gan, Jiasen Lu, Yinfei Yang:
MM-Ego: Towards Building Egocentric Multimodal LLMs. CoRR abs/2410.07177 (2024) - [i52]Ruohong Zhang, Bowen Zhang, Yanghao Li, Haotian Zhang, Zhiqing Sun, Zhe Gan, Yinfei Yang, Ruoming Pang, Yiming Yang:
Improve Vision Language Model Chain-of-thought Reasoning. CoRR abs/2410.16198 (2024) - [i51]Zhangheng Li, Keen You, Haotian Zhang, Di Feng, Harsh Agrawal, Xiujun Li, Mohana Prasad Sathya Moorthy, Jeff Nichols, Yinfei Yang, Zhe Gan:
Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms. CoRR abs/2410.18967 (2024) - 2023
- [j7]Zhongling Xue, Ni Chen, Youling Wu, Yinfei Yang, Liang Li:
Hierarchical temporal transformer network for tool wear state recognition. Adv. Eng. Informatics 58: 102218 (2023) - [c48]Jing Yu Koh, Harsh Agrawal, Dhruv Batra, Richard Tucker, Austin Waters, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson:
Simple and Effective Synthesis of Indoor 3D Scenes. AAAI 2023: 1169-1178 - [c47]Aishwarya Kamath, Peter Anderson, Su Wang, Jing Yu Koh, Alexander Ku, Austin Waters, Yinfei Yang, Jason Baldridge, Zarana Parekh:
A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning. CVPR 2023: 10813-10823 - [c46]Floris Weers, Vaishaal Shankar, Angelos Katharopoulos, Yinfei Yang, Tom Gunter:
Masked Autoencoding Does Not Help Natural Language Supervision at Scale. CVPR 2023: 23432-23444 - [c45]Forrest Sheng Bao, Ruixuan Tu, Ge Luo, Yinfei Yang, Hebi Li, Minghui Qiu, Youbiao He, Cen Chen:
DocAsRef: An Empirical Study on Repurposing Reference-based Summary Quality Metrics as Reference-free Metrics. EMNLP (Findings) 2023: 1226-1235 - [c44]Chen Chen, Bowen Zhang, Liangliang Cao, Jiguang Shen, Tom Gunter, Albin Madappally Jose, Alexander Toshev, Yantao Zheng, Jonathon Shlens, Ruoming Pang, Yinfei Yang:
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens. EMNLP 2023: 15079-15094 - [c43]Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi, Yinfei Yang, Alexander Toshev, Jonathon Shlens:
Perceptual Grouping in Contrastive Vision-Language Models. ICCV 2023: 5548-5561 - [c42]Brandon McKinzie, Vaishaal Shankar, Joseph Yitan Cheng, Yinfei Yang, Jonathon Shlens, Alexander T. Toshev:
Robustness in Multimodal Learning under Train-Test Modality Mismatch. ICML 2023: 24291-24303 - [i50]Floris Weers, Vaishaal Shankar, Angelos Katharopoulos, Yinfei Yang, Tom Gunter:
Self Supervision Does Not Help Natural Language Supervision at Scale. CoRR abs/2301.07836 (2023) - [i49]Chen Chen, Bowen Zhang, Liangliang Cao, Jiguang Shen, Tom Gunter, Albin Madappally Jose, Alexander Toshev, Jonathon Shlens, Ruoming Pang, Yinfei Yang:
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens. CoRR abs/2301.13081 (2023) - [i48]Brandon McKinzie, Joseph Yitan Cheng, Vaishaal Shankar, Yinfei Yang, Jonathon Shlens, Alexander Toshev:
On Robustness in Multimodal Learning. CoRR abs/2304.04385 (2023) - [i47]Liangliang Cao, Bowen Zhang, Chen Chen, Yinfei Yang, Xianzhi Du, Wencong Zhang, Zhiyun Lu, Yantao Zheng:
Less is More: Removing Text-regions Improves CLIP Training Efficiency and Robustness. CoRR abs/2305.05095 (2023) - [i46]Wentao Wu, Aleksei Timofeev, Chen Chen, Bowen Zhang, Kun Duan, Shuangning Liu, Yantao Zheng, Jonathon Shlens, Xianzhi Du, Zhe Gan, Yinfei Yang:
MOFI: Learning Image Representations from Noisy Entity Annotated Images. CoRR abs/2306.07952 (2023) - [i45]Erik A. Daxberger, Floris Weers, Bowen Zhang, Tom Gunter, Ruoming Pang, Marcin Eichner, Michael Emmersberger, Yinfei Yang, Alexander Toshev, Xianzhi Du:
Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts. CoRR abs/2309.04354 (2023) - [i44]Tsu-Jui Fu, Wenze Hu, Xianzhi Du, William Yang Wang, Yinfei Yang, Zhe Gan:
Guiding Instruction-based Image Editing via Multimodal Large Language Models. CoRR abs/2309.17102 (2023) - [i43]Ajay Jaiswal, Zhe Gan, Xianzhi Du, Bowen Zhang, Zhangyang Wang, Yinfei Yang:
Compressing LLMs: The Truth is Rarely Pure and Never Simple. CoRR abs/2310.01382 (2023) - [i42]Zhengfeng Lai, Haotian Zhang, Wentao Wu, Haoping Bai, Aleksei Timofeev, Xianzhi Du, Zhe Gan, Jiulong Shan, Chen-Nee Chuah, Yinfei Yang, Meng Cao:
From Scarcity to Efficiency: Improving CLIP Training via Visual-enriched Captions. CoRR abs/2310.07699 (2023) - [i41]Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, Yinfei Yang:
Ferret: Refer and Ground Anything Anywhere at Any Granularity. CoRR abs/2310.07704 (2023) - 2022
- [j6]Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu:
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation. Trans. Mach. Learn. Res. 2022 (2022) - [c41]Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang:
Language-agnostic BERT Sentence Embedding. ACL (1) 2022: 878-891 - [c40]Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang:
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models. ACL (Findings) 2022: 1864-1874 - [c39]Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang:
Large Dual Encoders Are Generalizable Retrievers. EMNLP 2022: 9844-9855 - [c38]Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang:
LongT5: Efficient Text-To-Text Transformer for Long Sequences. NAACL-HLT (Findings) 2022: 724-736 - [c37]Forrest Sheng Bao, Ge Luo, Hebi Li, Minghui Qiu, Yinfei Yang, Youbiao He, Cen Chen:
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling. NAACL-HLT 2022: 2450-2458 - [i40]Jing Yu Koh, Harsh Agrawal, Dhruv Batra, Richard Tucker, Austin Waters, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson:
Simple and Effective Synthesis of Indoor 3D Scenes. CoRR abs/2204.02960 (2022) - [i39]Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu:
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation. CoRR abs/2206.10789 (2022) - [i38]Aishwarya Kamath, Peter Anderson, Su Wang, Jing Yu Koh, Alexander Ku, Austin Waters, Yinfei Yang, Jason Baldridge, Zarana Parekh:
A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning. CoRR abs/2210.03112 (2022) - [i37]Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi, Yinfei Yang, Alexander Toshev, Jonathon Shlens:
Perceptual Grouping in Vision-Language Models. CoRR abs/2210.09996 (2022) - 2021
- [j5]Oshin Agarwal, Yinfei Yang, Byron C. Wallace, Ani Nenkova:
Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve. Comput. Linguistics 47(1): 117-140 (2021) - [j4]Xiaoyue Li, Yinfei Yang, Liang Li, Yaowen Shi, Guolong Zhao, Ning He, Ning Qian, Zhuang Mu:
An approach for optimising the fixturing configuration in flexible machining fixtures. Int. J. Prod. Res. 59(20): 6223-6240 (2021) - [c36]Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer:
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation. ACL/IJCNLP (2) 2021: 263-268 - [c35]Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang:
Cross-Modal Contrastive Learning for Text-to-Image Generation. CVPR 2021: 833-842 - [c34]Ji Ma, Ivan Korotkov, Yinfei Yang, Keith B. Hall, Ryan T. McDonald:
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation. EACL 2021: 1075-1088 - [c33]Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang:
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. EACL 2021: 2855-2870 - [c32]Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge:
MURAL: Multimodal, Multitask Representations Across Languages. EMNLP (Findings) 2021: 3449-3463 - [c31]Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve:
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations. EMNLP (1) 2021: 5825-5832 - [c30]Jing Lu, Gustavo Hernández Ábrego, Ji Ma, Jianmo Ni, Yinfei Yang:
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval. EMNLP (1) 2021: 6091-6103 - [c29]Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve:
Universal Sentence Representation Learning with Conditional Masked Language Model. EMNLP (1) 2021: 6216-6228 - [c28]Jing Yu Koh, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson:
Pathdreamer: A World Model for Indoor Navigation. ICCV 2021: 14718-14728 - [c27]Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig:
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. ICML 2021: 4904-4916 - [c26]Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang:
Text-to-Image Generation Grounded by Fine-Grained User Attention. WACV 2021: 237-246 - [i36]Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang:
Cross-Modal Contrastive Learning for Text-to-Image Generation. CoRR abs/2101.04702 (2021) - [i35]Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig:
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. CoRR abs/2102.05918 (2021) - [i34]Jing Yu Koh, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson:
Pathdreamer: A World Model for Indoor Navigation. CoRR abs/2105.08756 (2021) - [i33]Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang:
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models. CoRR abs/2108.08877 (2021) - [i32]Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve:
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations. CoRR abs/2109.04727 (2021) - [i31]Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge:
MURAL: Multimodal, Multitask Retrieval Across Languages. CoRR abs/2109.05125 (2021) - [i30]Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang:
Large Dual Encoders Are Generalizable Retrievers. CoRR abs/2112.07899 (2021) - [i29]Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang:
LongT5: Efficient Text-To-Text Transformer for Long Sequences. CoRR abs/2112.07916 (2021) - 2020
- [j3]Xiaoyue Li, Yinfei Yang, Liang Li, Guolong Zhao, Ning He:
Uncertainty quantification in machining deformation based on Bayesian network. Reliab. Eng. Syst. Saf. 203: 107113 (2020) - [c25]Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernández Ábrego, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Multilingual Universal Sentence Encoder for Semantic Retrieval. ACL (demo) 2020: 87-94 - [c24]Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh:
Learning a Multi-Domain Curriculum for Neural Machine Translation. ACL 2020: 7711-7723 - [c23]Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang:
LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool. EMNLP (1) 2020: 5919-5930 - [c22]Gustavo Hernández Ábrego, Bowen Liang, Wei Wang, Zarana Parekh, Yinfei Yang, Yun-Hsuan Sung:
Self-Supervised Learning for Pairwise Data Refinement. AACL/IJCNLP 2020: 435-446 - [i28]Oshin Agarwal, Yinfei Yang, Byron C. Wallace, Ani Nenkova:
Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models. CoRR abs/2004.04123 (2020) - [i27]Oshin Agarwal, Yinfei Yang, Byron C. Wallace, Ani Nenkova:
Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve. CoRR abs/2004.04564 (2020) - [i26]Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang:
LAReQA: Language-agnostic answer retrieval from a multilingual pool. CoRR abs/2004.05484 (2020) - [i25]Ji Ma, Ivan Korotkov, Yinfei Yang, Keith B. Hall, Ryan T. McDonald:
Zero-shot Neural Retrieval via Domain-targeted Synthetic Query Generation. CoRR abs/2004.14503 (2020) - [i24]Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang:
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. CoRR abs/2004.15020 (2020) - [i23]Mandy Guo, Yinfei Yang, Daniel Cer, Qinlan Shen, Noah Constant:
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models. CoRR abs/2005.02507 (2020) - [i22]Forrest Sheng Bao, Hebi Li, Ge Luo, Cen Chen, Yinfei Yang, Minghui Qiu:
End-to-end Semantics-based Summary Quality Assessment for Single-document Summarization. CoRR abs/2005.06377 (2020) - [i21]Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang:
Language-agnostic BERT Sentence Embedding. CoRR abs/2007.01852 (2020) - [i20]Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer:
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation. CoRR abs/2009.13815 (2020) - [i19]Jing Lu, Gustavo Hernández Ábrego, Ji Ma, Jianmo Ni, Yinfei Yang:
Neural Passage Retrieval with Improved Negative Contrast. CoRR abs/2010.12523 (2020) - [i18]Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang:
Text-to-Image Generation Grounded by Fine-Grained User Attention. CoRR abs/2011.03775 (2020) - [i17]Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve:
Universal Sentence Representation Learning with Conditional Masked Language Model. CoRR abs/2012.14388 (2020)
2010 – 2019
- 2019
- [c21]Amin Ahmad, Noah Constant, Yinfei Yang, Daniel Cer:
ReQA: An Evaluation for End-to-End Answer Retrieval Models. MRQA@EMNLP 2019: 137-146 - [c20]Yinfei Yang, Yuan Zhang, Chris Tar, Jason Baldridge:
PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification. EMNLP/IJCNLP (1) 2019: 3685-3690 - [c19]Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax. IJCAI 2019: 5370-5378 - [c18]Yinfei Yang, Oshin Agarwal, Chris Tar, Byron C. Wallace, Ani Nenkova:
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction. NAACL-HLT (1) 2019: 1471-1480 - [c17]Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model. RepL4NLP@ACL 2019: 250-259 - [c16]Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Hierarchical Document Encoder for Parallel Corpus Mining. WMT (1) 2019: 64-72 - [c15]Cen Chen, Minghui Qiu, Yinfei Yang, Jun Zhou, Jun Huang, Xiaolong Li, Forrest Sheng Bao:
Multi-Domain Gated CNN for Review Helpfulness Prediction. WWW 2019: 2630-2636 - [i16]Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax. CoRR abs/1902.08564 (2019) - [i15]Yinfei Yang, Oshin Agarwal, Chris Tar, Byron C. Wallace, Ani Nenkova:
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction. CoRR abs/1905.07791 (2019) - [i14]Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Hierarchical Document Encoder for Parallel Corpus Mining. CoRR abs/1906.08401 (2019) - [i13]Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernández Ábrego, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Multilingual Universal Sentence Encoder for Semantic Retrieval. CoRR abs/1907.04307 (2019) - [i12]Amin Ahmad, Noah Constant, Yinfei Yang, Daniel Cer:
ReQA: An Evaluation for End-to-End Answer Retrieval Models. CoRR abs/1907.04780 (2019) - [i11]Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh:
Learning a Multitask Curriculum for Neural Machine Translation. CoRR abs/1908.10940 (2019) - [i10]Yinfei Yang, Yuan Zhang, Chris Tar, Jason Baldridge:
PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification. CoRR abs/1908.11828 (2019) - 2018
- [c14]Benjamin E. Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace:
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature. ACL (1) 2018: 197-207 - [c13]Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Brian Strope, Ray Kurzweil:
Universal Sentence Encoder for English. EMNLP (Demonstration) 2018: 169-174 - [c12]Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace:
Syntactic Patterns Improve Information Extraction for Medical Search. NAACL-HLT (2) 2018: 371-377 - [c11]Cen Chen, Yinfei Yang, Jun Zhou, Xiaolong Li, Forrest Sheng Bao:
Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators. NAACL-HLT (2) 2018: 602-607 - [c10]Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Learning Semantic Textual Similarity from Conversations. Rep4NLP@ACL 2018: 164-174 - [c9]Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernández Ábrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. WMT 2018: 165-176 - [i9]Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Universal Sentence Encoder. CoRR abs/1803.11175 (2018) - [i8]Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Learning Semantic Textual Similarity from Conversations. CoRR abs/1804.07754 (2018) - [i7]Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace:
Syntactic Patterns Improve Information Extraction for Medical Search. CoRR abs/1805.00097 (2018) - [i6]Benjamin E. Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace:
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature. CoRR abs/1806.04185 (2018) - [i5]Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernández Ábrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. CoRR abs/1807.11906 (2018) - [i4]Cen Chen, Minghui Qiu, Yinfei Yang, Jun Zhou, Jun Huang, Xiaolong Li, Forrest Sheng Bao:
Review Helpfulness Prediction with Embedding-Gated CNN. CoRR abs/1808.09896 (2018) - [i3]Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model. CoRR abs/1810.12836 (2018) - 2017
- [j2]Yinfei Yang, Ani Nenkova:
Combining Lexical and Syntactic Features for Detecting Content-Dense Texts in News. J. Artif. Intell. Res. 60: 179-219 (2017) - [c8]Yinfei Yang, Cen Chen, Minghui Qiu, Forrest Sheng Bao:
Aspect Extraction from Product Reviews Using Category Hierarchy Information. EACL (2) 2017: 675-680 - [c7]Yinfei Yang, Forrest Sheng Bao, Ani Nenkova:
Detecting (Un)Important Content for Single-Document News Summarization. EACL (2) 2017: 707-712 - [i2]Yinfei Yang, Forrest Sheng Bao, Ani Nenkova:
Detecting (Un)Important Content for Single-Document News Summarization. CoRR abs/1702.07998 (2017) - [i1]Yinfei Yang, Ani Nenkova:
Combining Lexical and Syntactic Features for Detecting Content-dense Texts in News. CoRR abs/1704.00440 (2017) - 2016
- [c6]Yinfei Yang, Cen Chen, Forrest Sheng Bao:
Aspect-Based Helpfulness Prediction for Online Product Reviews. ICTAI 2016: 836-843 - 2015
- [c5]Yinfei Yang, Yaowei Yan, Minghui Qiu, Forrest Sheng Bao:
Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews. ACL (2) 2015: 38-44 - 2014
- [j1]Yu Zhou, Yinfei Yang, Meng Yi, Xiang Bai, Wenyu Liu, Longin Jan Latecki:
Online Multiple targets Detection and Tracking from Mobile robot in Cluttered indoor Environments with Depth Camera. Int. J. Pattern Recognit. Artif. Intell. 28(1) (2014) - [c4]Yinfei Yang, Ani Nenkova:
Detecting Information-Dense Texts in Multiple News Domains. AAAI 2014: 1650-1656 - [c3]Menglong Zhu, Konstantinos G. Derpanis, Yinfei Yang, Samarth Brahmbhatt, Mabel M. Zhang, Cody J. Phillips, Matthieu Lecce, Kostas Daniilidis:
Single image 3D object detection and pose estimation for grasping. ICRA 2014: 3936-3943 - 2012
- [c2]Meng Yi, Yinfei Yang, Wenjing Qi, Yu Zhou, Yunfeng Li, Zygmunt Pizlo, Longin Jan Latecki:
Navigation toward Non-static Target Object Using Footprint Detection Based Tracking. ACCV (3) 2012: 389-400 - [c1]Avirup Sil, Ernest Cronin, Penghai Nie, Yinfei Yang, Ana-Maria Popescu, Alexander Yates:
Linking Named Entities to Any Database. EMNLP-CoNLL 2012: 116-127
Coauthor Index
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