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2020 – today
- 2024
[j8]Yuxia Wu
, Tianhao Dai, Zhedong Zheng, Lizi Liao:
Active Discovering New Slots for Task-Oriented Conversation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2062-2072 (2024)- [c57]Bobo Li, Hao Fei, Lizi Liao, Yu Zhao, Fangfang Su, Fei Li, Donghong Ji:
Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues. AAAI 2024: 18462-18470 - [c56]Li Zheng, Hao Fei, Fei Li, Bobo Li, Lizi Liao, Donghong Ji, Chong Teng:
Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought. AAAI 2024: 19688-19696 - [c55]Zhihan Zhang, Yixin Cao, Chenchen Ye, Yunshan Ma, Lizi Liao, Tat-Seng Chua:
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding. ACL (1) 2024: 1588-1606 - [c54]Tao He, Lizi Liao, Yixin Cao, Yuanxing Liu, Ming Liu, Zerui Chen, Bing Qin:
Planning Like Human: A Dual-process Framework for Dialogue Planning. ACL (1) 2024: 4768-4791 - [c53]Zhonghua Zheng, Lizi Liao, Yang Deng, Libo Qin, Liqiang Nie:
Self-chats from Large Language Models Make Small Emotional Support Chatbot Better. ACL (1) 2024: 11325-11345 - [c52]Jinggui Liang, Lizi Liao, Hao Fei, Jing Jiang:
Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery. ACL (Findings) 2024: 14133-14147 - [c51]Zhaohui Wei, Lizi Liao, Xiaoyu Du, Xinguang Xiang:
Balancing Visual Context Understanding in Dialogue for Image Retrieval. EMNLP (Findings) 2024: 7929-7942 - [c50]Shasha Guo, Lizi Liao, Jing Zhang, Cuiping Li, Hong Chen:
PCQPR: Proactive Conversational Question Planning with Reflection. EMNLP 2024: 11266-11278 - [c49]Huy Dao, Yang Deng, Khanh-Huyen Bui, Dung D. Le, Lizi Liao:
Experience as Source for Anticipation and Planning: Experiential Policy Learning for Target-driven Recommendation Dialogues. EMNLP (Findings) 2024: 14179-14198 - [c48]Bowen Xing, Lizi Liao, Minlie Huang, Ivor W. Tsang:
DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding. EMNLP 2024: 14520-14534 - [c47]Jinggui Liang, Yuxia Wu, Yuan Fang, Hao Fei, Lizi Liao:
A Survey of Ontology Expansion for Conversational Understanding. EMNLP 2024: 18111-18127 - [c46]Zhonghua Zheng, Lizi Liao, Yang Deng, Ee-Peng Lim, Minlie Huang, Liqiang Nie:
Thoughts to Target: Enhance Planning for Target-driven Conversation. EMNLP 2024: 21108-21124 - [c45]Shasha Guo, Lizi Liao, Cuiping Li, Tat-Seng Chua:
A Survey on Neural Question Generation: Methods, Applications, and Prospects. IJCAI 2024: 8038-8047 - [c44]Li Zheng, Boyu Chen, Hao Fei, Fei Li, Shengqiong Wu, Lizi Liao, Donghong Ji, Chong Teng:
Self-Adaptive Fine-grained Multi-modal Data Augmentation for Semi-supervised Muti-modal Coreference Resolution. ACM Multimedia 2024: 8576-8585 - [c43]Wei Ji, Hao Fei, Yinwei Wei, Zhedong Zheng, Juncheng Li, Long Chen, Lizi Liao, Yueting Zhuang, Roger Zimmermann:
The 2nd International Workshop on Deep Multi-modal Generation and Retrieval. MMGR@MM 2024: 1-6 - [c42]Shasha Guo, Lizi Liao, Jing Zhang, Yanling Wang, Cuiping Li, Hong Chen:
SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation. NAACL-HLT (Findings) 2024: 4613-4625 - [c41]Jinggui Liang, Lizi Liao, Hao Fei, Bobo Li, Jing Jiang:
Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery. NAACL-HLT 2024: 7845-7858 - [c40]Yuxiang Nie, Heyan Huang, Xian-Ling Mao, Lizi Liao:
Mix-Initiative Response Generation with Dynamic Prefix Tuning. NAACL-HLT 2024: 8748-8761 - [c39]Huy Dao, Yang Deng, Dung D. Le, Lizi Liao:
Broadening the View: Demonstration-augmented Prompt Learning for Conversational Recommendation. SIGIR 2024: 785-795 - [c38]Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua:
Towards Human-centered Proactive Conversational Agents. SIGIR 2024: 807-818 - [c37]Yuxia Wu, Yuan Fang, Lizi Liao:
On the Feasibility of Simple Transformer for Dynamic Graph Modeling. WWW 2024: 870-880 - [i37]Yuxia Wu, Yuan Fang, Lizi Liao:
On the Feasibility of Simple Transformer for Dynamic Graph Modeling. CoRR abs/2401.14009 (2024) - [i36]Shasha Guo, Lizi Liao, Cuiping Li, Tat-Seng Chua:
A Survey on Neural Question Generation: Methods, Applications, and Prospects. CoRR abs/2402.18267 (2024) - [i35]Zixuan Li, Lizi Liao, Tat-Seng Chua:
Learning to Ask Critical Questions for Assisting Product Search. CoRR abs/2403.02754 (2024) - [i34]Zixuan Li, Lizi Liao, Yunshan Ma, Tat-Seng Chua:
Contrastive Pre-training for Deep Session Data Understanding. CoRR abs/2403.02825 (2024) - [i33]Yuxiang Nie, Heyan Huang, Xian-Ling Mao, Lizi Liao:
Mix-Initiative Response Generation with Dynamic Prefix Tuning. CoRR abs/2403.17636 (2024) - [i32]Shasha Guo, Lizi Liao, Jing Zhang, Yanling Wang, Cuiping Li, Hong Chen:
SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation. CoRR abs/2404.01923 (2024) - [i31]Libo Qin, Qiguang Chen, Yuhang Zhou, Zhi Chen, Yinghui Li, Lizi Liao, Min Li, Wanxiang Che, Philip S. Yu:
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers. CoRR abs/2404.04925 (2024) - [i30]Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua:
Towards Human-centered Proactive Conversational Agents. CoRR abs/2404.12670 (2024) - [i29]Zhihan Zhang, Yixin Cao, Chenchen Ye, Yunshan Ma, Lizi Liao, Tat-Seng Chua:
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding. CoRR abs/2406.02472 (2024) - [i28]Tao He, Lizi Liao, Yixin Cao, Yuanxing Liu, Ming Liu, Zerui Chen, Bing Qin:
Planning Like Human: A Dual-process Framework for Dialogue Planning. CoRR abs/2406.05374 (2024) - [i27]Hao Fei, Han Zhang, Bin Wang, Lizi Liao, Qian Liu, Erik Cambria:
EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot. CoRR abs/2406.15177 (2024) - [i26]Yuqi Chu, Lizi Liao, Zhiyuan Zhou, Chong-Wah Ngo, Richang Hong:
Towards Multimodal Emotional Support Conversation Systems. CoRR abs/2408.03650 (2024) - [i25]Yuxia Wu, Yuan Fang, Lizi Liao:
Retrieval Augmented Generation for Dynamic Graph Modeling. CoRR abs/2408.14523 (2024) - [i24]Ratnadira Widyasari, David Lo, Lizi Liao:
Beyond ChatGPT: Enhancing Software Quality Assurance Tasks with Diverse LLMs and Validation Techniques. CoRR abs/2409.01001 (2024) - [i23]Shasha Guo, Lizi Liao, Jing Zhang, Cuiping Li, Hong Chen:
PCQPR: Proactive Conversational Question Planning with Reflection. CoRR abs/2410.01363 (2024) - [i22]You Qin, Wei Ji, Xinze Lan, Hao Fei, Xun Yang, Dan Guo, Roger Zimmermann, Lizi Liao:
Grounding is All You Need? Dual Temporal Grounding for Video Dialog. CoRR abs/2410.05767 (2024) - [i21]Jinggui Liang, Yuxia Wu, Yuan Fang, Hao Fei, Lizi Liao:
A Survey of Ontology Expansion for Conversational Understanding. CoRR abs/2410.15019 (2024) - 2023
- [j7]Yuxia Wu, Lizi Liao, Gangyi Zhang, Wenqiang Lei, Guoshuai Zhao, Xueming Qian, Tat-Seng Chua:
State Graph Reasoning for Multimodal Conversational Recommendation. IEEE Trans. Multim. 25: 3113-3124 (2023) - [c36]Bobo Li, Hao Fei, Fei Li, Yuhan Wu, Jinsong Zhang, Shengqiong Wu, Jingye Li, Yijiang Liu, Lizi Liao, Tat-Seng Chua, Donghong Ji:
DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis. ACL (Findings) 2023: 13449-13467 - [c35]Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li:
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions. EMNLP 2023: 5925-5941 - [c34]Jinggui Liang, Lizi Liao:
ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery. EMNLP (Findings) 2023: 10468-10481 - [c33]Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei, Tat-Seng Chua:
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. EMNLP (Findings) 2023: 10602-10621 - [c32]Huy Dao, Lizi Liao, Dung D. Le, Yuxiang Nie:
Reinforced Target-driven Conversational Promotion. EMNLP 2023: 12583-12596 - [c31]Wei Ji, Renjie Liang, Lizi Liao, Hao Fei, Fuli Feng:
Partial Annotation-based Video Moment Retrieval via Iterative Learning. ACM Multimedia 2023: 4330-4339 - [c30]Bobo Li, Hao Fei, Lizi Liao, Yu Zhao, Chong Teng, Tat-Seng Chua, Donghong Ji, Fei Li:
Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition. ACM Multimedia 2023: 5923-5934 - [c29]Cheng Chen, Yong Wang, Lizi Liao, Yueguo Chen, Xiaoyong Du:
Real: A Representative Error-Driven Approach for Active Learning. ECML/PKDD (1) 2023: 20-37 - [c28]Lizi Liao, Grace Hui Yang, Chirag Shah:
Proactive Conversational Agents in the Post-ChatGPT World. SIGIR 2023: 3452-3455 - [c27]Lizi Liao, Grace Hui Yang, Chirag Shah:
Proactive Conversational Agents. WSDM 2023: 1244-1247 - [i20]Yuxia Wu, Tianhao Dai, Zhedong Zheng, Lizi Liao:
Actively Discovering New Slots for Task-oriented Conversation. CoRR abs/2305.04049 (2023) - [i19]Yang Deng, Wenqiang Lei, Lizi Liao, Tat-Seng Chua:
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. CoRR abs/2305.13626 (2023) - [i18]Bobo Li, Hao Fei, Fei Li, Shengqiong Wu, Lizi Liao, Yinwei Wei, Tat-Seng Chua, Donghong Ji:
Revisiting Conversation Discourse for Dialogue Disentanglement. CoRR abs/2306.03975 (2023) - [i17]Cheng Chen, Yong Wang, Lizi Liao, Yueguo Chen, Xiaoyong Du:
REAL: A Representative Error-Driven Approach for Active Learning. CoRR abs/2307.00968 (2023) - [i16]Bobo Li, Hao Fei, Lizi Liao, Yu Zhao, Chong Teng, Tat-Seng Chua, Donghong Ji, Fei Li:
Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition. CoRR abs/2308.04502 (2023) - [i15]Zhonghua Zheng, Lizi Liao, Yang Deng, Liqiang Nie:
Building Emotional Support Chatbots in the Era of LLMs. CoRR abs/2308.11584 (2023) - [i14]Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li:
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions. CoRR abs/2311.09008 (2023) - [i13]Li Zheng, Hao Fei, Fei Li, Bobo Li, Lizi Liao, Donghong Ji, Chong Teng:
Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought. CoRR abs/2312.15291 (2023) - 2022
- [j6]Harry Cheng, Lizi Liao, Linmei Hu, Liqiang Nie:
Multi-Relation Extraction via A Global-Local Graph Convolutional Network. IEEE Trans. Big Data 8(6): 1716-1728 (2022) - [j5]Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua:
Topic-Guided Conversational Recommender in Multiple Domains. IEEE Trans. Knowl. Data Eng. 34(5): 2485-2496 (2022) - [j4]Kaili Mao, Jianwei Niu, Xuefeng Liu, Shaojie Tang, Lizi Liao, Tat-Seng Chua:
A Patience-Aware Recommendation Scheme for Shared Accounts on Mobile Devices. IEEE Trans. Knowl. Data Eng. 34(12): 5571-5585 (2022) - [j3]Yujuan Ding, Yunshan Ma, Lizi Liao, Wai Keung Wong, Tat-Seng Chua:
Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media. IEEE Trans. Multim. 24: 2287-2299 (2022) - [c26]Chengyu Huang, Zheng Zhang, Hao Fei, Lizi Liao:
Conversation Disentanglement with Bi-Level Contrastive Learning. EMNLP (Findings) 2022: 2985-2996 - [c25]Dazhen Wan, Zheng Zhang, Qi Zhu, Lizi Liao, Minlie Huang:
A Unified Dialogue User Simulator for Few-shot Data Augmentation. EMNLP (Findings) 2022: 3788-3799 - [c24]Yuxia Wu, Lizi Liao, Xueming Qian, Tat-Seng Chua:
Semi-supervised New Slot Discovery with Incremental Clustering. EMNLP (Findings) 2022: 6207-6218 - [c23]Chenchen Ye, Lizi Liao, Suyu Liu, Tat-Seng Chua:
Reflecting on Experiences for Response Generation. ACM Multimedia 2022: 5265-5273 - [c22]Chenchen Ye, Lizi Liao, Fuli Feng, Wei Ji, Tat-Seng Chua:
Structured and Natural Responses Co-generation for Conversational Search. SIGIR 2022: 155-164 - [i12]Chengyu Huang, Zheng Zhang, Hao Fei, Lizi Liao:
Conversation Disentanglement with Bi-Level Contrastive Learning. CoRR abs/2210.15265 (2022) - [i11]Bobo Li, Hao Fei, Fei Li, Yuhan Wu, Jinsong Zhang, Shengqiong Wu, Jingye Li, Yijiang Liu, Lizi Liao, Tat-Seng Chua, Donghong Ji:
DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis. CoRR abs/2211.05705 (2022) - 2021
- [j2]Lizi Liao, Le Hong Long, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua:
Dialogue State Tracking with Incremental Reasoning. Trans. Assoc. Comput. Linguistics 9: 557-569 (2021) - [c21]Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua, Jinyoung Moon, Hong-Han Shuai:
Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting. ICMR 2021: 615-618 - [c20]Yingxu He, Lizi Liao, Zheng Zhang, Tat-Seng Chua:
Towards Enriching Responses with Crowd-sourced Knowledge for Task-oriented Dialogue. MuCAI @ ACM Multimedia 2021: 3-11 - [c19]Lizi Liao, Le Hong Long, Zheng Zhang, Minlie Huang, Tat-Seng Chua:
MMConv: An Environment for Multimodal Conversational Search across Multiple Domains. SIGIR 2021: 675-684 - [c18]Lizi Liao, Tongyao Zhu, Le Hong Long, Tat-Seng Chua:
Multi-domain Dialogue State Tracking with Recursive Inference. WWW 2021: 2568-2577 - [i10]Yujuan Ding, Yunshan Ma, Lizi Liao, Wai Keung Wong, Tat-Seng Chua:
Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media. CoRR abs/2105.03299 (2021) - [i9]Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua, Jinyoung Moon, Hong-Han Shuai:
Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting. CoRR abs/2105.11826 (2021) - 2020
- [c17]Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang:
Learning Goal-oriented Dialogue Policy with opposite Agent Awareness. AACL/IJCNLP 2020: 122-132 - [c16]Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua:
Knowledge Enhanced Neural Fashion Trend Forecasting. ICMR 2020: 82-90 - [c15]Lizi Liao, Lyndon Kennedy, Lynn Wilcox, Tat-Seng Chua:
Crowd Knowledge Enhanced Multimodal Conversational Assistant in Travel Domain. MMM (1) 2020: 405-418 - [i8]Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang:
Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness. CoRR abs/2004.09731 (2020) - [i7]Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua:
Knowledge Enhanced Neural Fashion Trend Forecasting. CoRR abs/2005.03297 (2020)
2010 – 2019
- 2019
- [c14]Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang, Tat-Seng Chua:
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling. AAAI 2019: 403-410 - [c13]Yunshan Ma, Xun Yang, Lizi Liao, Yixin Cao, Tat-Seng Chua:
Who, Where, and What to Wear?: Extracting Fashion Knowledge from Social Media. ACM Multimedia 2019: 257-265 - [c12]Yunshan Ma, Lizi Liao, Tat-Seng Chua:
Automatic Fashion Knowledge Extraction from Social Media. ACM Multimedia 2019: 2223-2224 - [c11]Zheng Zhang, Lizi Liao, Minlie Huang, Xiaoyan Zhu, Tat-Seng Chua:
Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems. WWW 2019: 2401-2412 - [i6]Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua:
Deep Conversational Recommender in Travel. CoRR abs/1907.00710 (2019) - [i5]Yunshan Ma, Lizi Liao, Tat-Seng Chua:
Automatic Fashion Knowledge Extraction from Social Media. CoRR abs/1908.04045 (2019) - [i4]Yunshan Ma, Xun Yang, Lizi Liao, Yixin Cao, Tat-Seng Chua:
Who, Where, and What to Wear? Extracting Fashion Knowledge from Social Media. CoRR abs/1908.08985 (2019) - 2018
- [j1]Lizi Liao, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Attributed Social Network Embedding. IEEE Trans. Knowl. Data Eng. 30(12): 2257-2270 (2018) - [c10]Lizi Liao, Yunshan Ma, Xiangnan He, Richang Hong, Tat-Seng Chua:
Knowledge-aware Multimodal Dialogue Systems. ACM Multimedia 2018: 801-809 - [c9]Lizi Liao, You Zhou, Yunshan Ma, Richang Hong, Tat-Seng Chua:
Knowledge-aware Multimodal Fashion Chatbot. ACM Multimedia 2018: 1265-1266 - [c8]Lizi Liao, Xiangnan He, Bo Zhao, Chong-Wah Ngo, Tat-Seng Chua:
Interpretable Multimodal Retrieval for Fashion Products. ACM Multimedia 2018: 1571-1579 - [i3]Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang, Tat-Seng Chua:
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling. CoRR abs/1812.10021 (2018) - 2017
- [c7]Lizi Liao, Xiangnan He, Zhaochun Ren, Liqiang Nie, Huan Xu, Tat-Seng Chua:
Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media. IJCAI 2017: 310-316 - [c6]Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, Tat-Seng Chua:
Neural Collaborative Filtering. WWW 2017: 173-182 - [i2]Lizi Liao, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Attributed Social Network Embedding. CoRR abs/1705.04969 (2017) - [i1]Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, Tat-Seng Chua:
Neural Collaborative Filtering. CoRR abs/1708.05031 (2017) - 2016
- [c5]Lizi Liao, Qirong Ho, Jing Jiang, Ee-Peng Lim:
SLR: A scalable latent role model for attribute completion and tie prediction in social networks. ICDE 2016: 1062-1073 - 2015
- [c4]Lizi Liao, Heyan Huang, Yashen Wang:
Multi-roles Affiliation Model for General User Profiling. DASFAA Workshops 2015: 227-233 - 2014
- [c3]Lizi Liao, Jing Jiang, Ying Ding, Heyan Huang, Ee-Peng Lim:
Lifetime Lexical Variation in Social Media. AAAI 2014: 1643-1649 - [c2]Liu Yang, Jing Jiang, Lifu Huang, Minghui Qiu, Lizi Liao:
Generating Supplementary Travel Guides from Social Media. COLING 2014: 1670-1681 - [c1]Lizi Liao, Jing Jiang, Ee-Peng Lim, Heyan Huang:
A study of age gaps between online friends. HT 2014: 98-106
Coauthor Index
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