Lizi Liao

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 83

Top Topics

Conversational Agent

Incremental Clustering

Top Venues

EMNLP (Findings)

Publications

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 (2024)
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)
Yuxiang Nie, Heyan Huang, Xian-Ling Mao, Lizi Liao
Mix-Initiative Response Generation with Dynamic Prefix Tuning. NAACL-HLT (2024)
Yuxia Wu, Yuan Fang, Lizi Liao
On the Feasibility of Simple Transformer for Dynamic Graph Modeling. CoRR (2024)
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 (2024)
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)
Zixuan Li, Lizi Liao, Yunshan Ma, Tat-Seng Chua
Contrastive Pre-training for Deep Session Data Understanding. CoRR (2024)
Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua
Towards Human-centered Proactive Conversational Agents. CoRR (2024)
Zixuan Li, Lizi Liao, Tat-Seng Chua
Learning to Ask Critical Questions for Assisting Product Search. CoRR (2024)
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 (2024)
Jinggui Liang, Lizi Liao, Hao Fei, Jing Jiang
Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery. ACL (Findings) (2024)
Hao Fei, Han Zhang, Bin Wang, Lizi Liao, Qian Liu, Erik Cambria
EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot. CoRR (2024)
Jinggui Liang, Lizi Liao, Hao Fei, Bobo Li, Jing Jiang
Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery. NAACL-HLT (2024)
Yuxia Wu, Yuan Fang, Lizi Liao
On the Feasibility of Simple Transformer for Dynamic Graph Modeling. WWW (2024)
Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua
Towards Human-centered Proactive Conversational Agents. SIGIR (2024)
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)
Huy Dao, Yang Deng, Dung D. Le, Lizi Liao
Broadening the View: Demonstration-augmented Prompt Learning for Conversational Recommendation. SIGIR (2024)
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 (2024)
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)
Shasha Guo, Lizi Liao, Cuiping Li, Tat-Seng Chua
A Survey on Neural Question Generation: Methods, Applications, and Prospects. CoRR (2024)
Yuxia Wu, Tianhao Dai, Zhedong Zheng, Lizi Liao
Active Discovering New Slots for Task-Oriented Conversation. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Yuxiang Nie, Heyan Huang, Xian-Ling Mao, Lizi Liao
Mix-Initiative Response Generation with Dynamic Prefix Tuning. CoRR (2024)
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)
Jinggui Liang, Lizi Liao
ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery. EMNLP (Findings) (2023)
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 (2023)
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 (2023)
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 (2023)
Cheng Chen, Yong Wang, Lizi Liao, Yueguo Chen, Xiaoyong Du
REAL: A Representative Error-Driven Approach for Active Learning. CoRR (2023)
Lizi Liao, Grace Hui Yang, Chirag Shah
Proactive Conversational Agents in the Post-ChatGPT World. SIGIR (2023)
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)
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)
Bobo Li, Hao Fei, Fei Li, Shengqiong Wu, Lizi Liao, Yinwei Wei, Tat-Seng Chua, Donghong Ji
Revisiting Conversation Discourse for Dialogue Disentanglement. CoRR (2023)
Wei Ji, Renjie Liang, Lizi Liao, Hao Fei, Fuli Feng
Partial Annotation-based Video Moment Retrieval via Iterative Learning. ACM Multimedia (2023)
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 (2023)
Yuxia Wu, Tianhao Dai, Zhedong Zheng, Lizi Liao
Actively Discovering New Slots for Task-oriented Conversation. CoRR (2023)
Lizi Liao, Grace Hui Yang, Chirag Shah
Proactive Conversational Agents. WSDM (2023)
Cheng Chen, Yong Wang, Lizi Liao, Yueguo Chen, Xiaoyong Du
Real: A Representative Error-Driven Approach for Active Learning. ECML/PKDD (1) (2023)
Zhonghua Zheng, Lizi Liao, Yang Deng, Liqiang Nie
Building Emotional Support Chatbots in the Era of LLMs. CoRR (2023)
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)
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)
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 (2023)
Huy Dao, Lizi Liao, Dung D. Le, Yuxiang Nie
Reinforced Target-driven Conversational Promotion. EMNLP (2023)
Chengyu Huang, Zheng Zhang, Hao Fei, Lizi Liao
Conversation Disentanglement with Bi-Level Contrastive Learning. CoRR (2022)
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) (2022)
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) (2022)
Chenchen Ye, Lizi Liao, Suyu Liu, Tat-Seng Chua
Reflecting on Experiences for Response Generation. ACM Multimedia (2022)
Chengyu Huang, Zheng Zhang, Hao Fei, Lizi Liao
Conversation Disentanglement with Bi-Level Contrastive Learning. EMNLP (Findings) (2022)
Dazhen Wan, Zheng Zhang, Qi Zhu, Lizi Liao, Minlie Huang
A Unified Dialogue User Simulator for Few-shot Data Augmentation. EMNLP (Findings) (2022)
Harry Cheng, Lizi Liao, Linmei Hu, Liqiang Nie
Multi-Relation Extraction via A Global-Local Graph Convolutional Network. IEEE Trans. Big Data 8 (6) (2022)
Yuxia Wu, Lizi Liao, Xueming Qian, Tat-Seng Chua
Semi-supervised New Slot Discovery with Incremental Clustering. EMNLP (Findings) (2022)
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 (2022)
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 (2022)
Chenchen Ye, Lizi Liao, Fuli Feng, Wei Ji, Tat-Seng Chua
Structured and Natural Responses Co-generation for Conversational Search. SIGIR (2022)
Lizi Liao, Le Hong Long, Zheng Zhang, Minlie Huang, Tat-Seng Chua
MMConv: An Environment for Multimodal Conversational Search across Multiple Domains. SIGIR (2021)
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 (2021)
Yujuan Ding, Yunshan Ma, Lizi Liao, Wai Keung Wong, Tat-Seng Chua
Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media. CoRR (2021)
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)
Yingxu He, Lizi Liao, Zheng Zhang, Tat-Seng Chua
Towards Enriching Responses with Crowd-sourced Knowledge for Task-oriented Dialogue. MuCAI @ ACM Multimedia (2021)
Lizi Liao, Tongyao Zhu, Le Hong Long, Tat-Seng Chua
Multi-domain Dialogue State Tracking with Recursive Inference. WWW (2021)
Lizi Liao, Le Hong Long, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua
Dialogue State Tracking with Incremental Reasoning. Trans. Assoc. Comput. Linguistics 9 (2021)
Lizi Liao, Lyndon Kennedy, Lynn Wilcox, Tat-Seng Chua
Crowd Knowledge Enhanced Multimodal Conversational Assistant in Travel Domain. MMM (1) (2020)
Lizi Liao, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua
Rethinking Dialogue State Tracking with Reasoning. CoRR (2020)
Zheng Zhang, Lizi Liao, Xiao-Dan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang
Learning Goal-oriented Dialogue Policy with opposite Agent Awareness. AACL/IJCNLP (2020)
Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua
Knowledge Enhanced Neural Fashion Trend Forecasting. ICMR (2020)
Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua
Knowledge Enhanced Neural Fashion Trend Forecasting. CoRR (2020)
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 (2020)
Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua
Deep Conversational Recommender in Travel. CoRR (2019)
Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang, Tat-Seng Chua
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling. AAAI (2019)
Zheng Zhang, Lizi Liao, Minlie Huang, Xiaoyan Zhu, Tat-Seng Chua
Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems. WWW (2019)
Yunshan Ma, Lizi Liao, Tat-Seng Chua
Automatic Fashion Knowledge Extraction from Social Media. CoRR (2019)
Yunshan Ma, Lizi Liao, Tat-Seng Chua
Automatic Fashion Knowledge Extraction from Social Media. ACM Multimedia (2019)
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)
Yunshan Ma, Xun Yang, Lizi Liao, Yixin Cao, Tat-Seng Chua
Who, Where, and What to Wear? Extracting Fashion Knowledge from Social Media. CoRR (2019)
Lizi Liao, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
Attributed Social Network Embedding. IEEE Trans. Knowl. Data Eng. 30 (12) (2018)
Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang, Tat-Seng Chua
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling. CoRR (2018)
Lizi Liao, Yunshan Ma, Xiangnan He, Richang Hong, Tat-Seng Chua
Knowledge-aware Multimodal Dialogue Systems. ACM Multimedia (2018)
Lizi Liao, Xiangnan He, Bo Zhao, Chong-Wah Ngo, Tat-Seng Chua
Interpretable Multimodal Retrieval for Fashion Products. ACM Multimedia (2018)
Lizi Liao, You Zhou, Yunshan Ma, Richang Hong, Tat-Seng Chua
Knowledge-aware Multimodal Fashion Chatbot. ACM Multimedia (2018)
Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, Tat-Seng Chua
Neural Collaborative Filtering. CoRR (2017)
Lizi Liao, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
Attributed Social Network Embedding. CoRR (2017)
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)
Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, Tat-Seng Chua
Neural Collaborative Filtering. WWW (2017)
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)
Lizi Liao, Heyan Huang, Yashen Wang
Multi-roles Affiliation Model for General User Profiling. DASFAA Workshops (2015)
Lizi Liao, Jing Jiang, Ee-Peng Lim, Heyan Huang
A study of age gaps between online friends. HT (2014)
Liu Yang, Jing Jiang, Lifu Huang, Minghui Qiu, Lizi Liao
Generating Supplementary Travel Guides from Social Media. COLING (2014)
Lizi Liao, Jing Jiang, Ying Ding, Heyan Huang, Ee-Peng Lim
Lifetime Lexical Variation in Social Media. AAAI (2014)