Lizi Liao

According to our database, Lizi Liao authored at least 79 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Active Discovering New Slots for Task-Oriented Conversation.

Yuxia Wu, Tianhao Dai, Zhedong Zheng, Lizi Liao

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues.

Tao He, Lizi Liao, Yixin Cao, Yuanxing Liu, Yiheng Sun, Zerui Chen, Ming Liu, Bing Qin

CoRR, 2024

Grounding is All You Need? Dual Temporal Grounding for Video Dialog.

You Qin, Wei Ji, Xinze Lan, Hao Fei, Xun Yang, Dan Guo, Roger Zimmermann, Lizi Liao

CoRR, 2024

Beyond ChatGPT: Enhancing Software Quality Assurance Tasks with Diverse LLMs and Validation Techniques.

Ratnadira Widyasari, David Lo, Lizi Liao

CoRR, 2024

Retrieval Augmented Generation for Dynamic Graph Modeling.

Yuxia Wu, Yuan Fang, Lizi Liao

CoRR, 2024

Towards Multimodal Emotional Support Conversation Systems.

Yuqi Chu, Lizi Liao, Zhiyuan Zhou, Chong-Wah Ngo, Richang Hong

CoRR, 2024

EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot.

Hao Fei, Han Zhang, Bin Wang, Lizi Liao, Qian Liu, Erik Cambria

CoRR, 2024

Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers.

Libo Qin, Qiguang Chen, Yuhang Zhou, Zhi Chen, Yinghui Li, Lizi Liao, Min Li, Wanxiang Che, Philip S. Yu

CoRR, 2024

Contrastive Pre-training for Deep Session Data Understanding.

Zixuan Li, Lizi Liao, Yunshan Ma, Tat-Seng Chua

CoRR, 2024

Learning to Ask Critical Questions for Assisting Product Search.

Zixuan Li, Lizi Liao, Tat-Seng Chua

CoRR, 2024

On the Feasibility of Simple Transformer for Dynamic Graph Modeling.

Yuxia Wu, Yuan Fang, Lizi Liao

Proceedings of the ACM on Web Conference 2024, 2024

Towards Human-centered Proactive Conversational Agents.

Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Broadening the View: Demonstration-augmented Prompt Learning for Conversational Recommendation.

Huy Dao, Yang Deng, Dung D. Le, Lizi Liao

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Mix-Initiative Response Generation with Dynamic Prefix Tuning.

Yuxiang Nie, Heyan Huang, Xian-Ling Mao, Lizi Liao

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery.

Jinggui Liang, Lizi Liao, Hao Fei, Bobo Li, Jing Jiang

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation.

Shasha Guo, Lizi Liao, Jing Zhang, Yanling Wang, Cuiping Li, Hong Chen

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

The 2nd International Workshop on Deep Multi-modal Generation and Retrieval.

Wei Ji, Hao Fei, Yinwei Wei, Zhedong Zheng, Juncheng Li, Long Chen, Lizi Liao, Yueting Zhuang, Roger Zimmermann

Proceedings of the 2nd International Workshop on Deep Multimodal Generation and Retrieval, 2024

Self-Adaptive Fine-grained Multi-modal Data Augmentation for Semi-supervised Muti-modal Coreference Resolution.

Li Zheng, Boyu Chen, Hao Fei, Fei Li, Shengqiong Wu, Lizi Liao, Donghong Ji, Chong Teng

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

A Survey on Neural Question Generation: Methods, Applications, and Prospects.

Shasha Guo, Lizi Liao, Cuiping Li, Tat-Seng Chua

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Thoughts to Target: Enhance Planning for Target-driven Conversation.

Zhonghua Zheng, Lizi Liao, Yang Deng, Ee-Peng Lim, Minlie Huang, Liqiang Nie

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding.

Bowen Xing, Lizi Liao, Minlie Huang, Ivor W. Tsang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Balancing Visual Context Understanding in Dialogue for Image Retrieval.

Zhaohui Wei, Lizi Liao, Xiaoyu Du, Xinguang Xiang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

A Survey of Ontology Expansion for Conversational Understanding.

Jinggui Liang, Yuxia Wu, Yuan Fang, Hao Fei, Lizi Liao

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

PCQPR: Proactive Conversational Question Planning with Reflection.

Shasha Guo, Lizi Liao, Jing Zhang, Cuiping Li, Hong Chen

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Experience as Source for Anticipation and Planning: Experiential Policy Learning for Target-driven Recommendation Dialogues.

Huy Dao, Yang Deng, Khanh-Huyen Bui, Dung D. Le, Lizi Liao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Self-chats from Large Language Models Make Small Emotional Support Chatbot Better.

Zhonghua Zheng, Lizi Liao, Yang Deng, Libo Qin, Liqiang Nie

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding.

Zhihan Zhang, Yixin Cao, Chenchen Ye, Yunshan Ma, Lizi Liao, Tat-Seng Chua

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery.

Jinggui Liang, Lizi Liao, Hao Fei, Jing Jiang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Planning Like Human: A Dual-process Framework for Dialogue Planning.

Tao He, Lizi Liao, Yixin Cao, Yuanxing Liu, Ming Liu, Zerui Chen, Bing Qin

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought.

Li Zheng, Hao Fei, Fei Li, Bobo Li, Lizi Liao, Donghong Ji, Chong Teng

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues.

Bobo Li, Hao Fei, Lizi Liao, Yu Zhao, Fangfang Su, Fei Li, Donghong Ji

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

State Graph Reasoning for Multimodal Conversational Recommendation.

Yuxia Wu, Lizi Liao, Gangyi Zhang, Wenqiang Lei, Guoshuai Zhao, Xueming Qian, Tat-Seng Chua

IEEE Trans. Multim., 2023

Building Emotional Support Chatbots in the Era of LLMs.

Zhonghua Zheng, Lizi Liao, Yang Deng, Liqiang Nie

CoRR, 2023

Revisiting Conversation Discourse for Dialogue Disentanglement.

Bobo Li, Hao Fei, Fei Li, Shengqiong Wu, Lizi Liao, Yinwei Wei, Tat-Seng Chua, Donghong Ji

CoRR, 2023

Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration.

Yang Deng, Wenqiang Lei, Lizi Liao, Tat-Seng Chua

CoRR, 2023

Actively Discovering New Slots for Task-oriented Conversation.

Yuxia Wu, Tianhao Dai, Zhedong Zheng, Lizi Liao

CoRR, 2023

Proactive Conversational Agents.

Lizi Liao, Grace Hui Yang, Chirag Shah

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Proactive Conversational Agents in the Post-ChatGPT World.

Lizi Liao, Grace Hui Yang, Chirag Shah

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Real: A Representative Error-Driven Approach for Active Learning.

Cheng Chen, Yong Wang, Lizi Liao, Yueguo Chen, Xiaoyong Du

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition.

Bobo Li, Hao Fei, Lizi Liao, Yu Zhao, Chong Teng, Tat-Seng Chua, Donghong Ji, Fei Li

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Partial Annotation-based Video Moment Retrieval via Iterative Learning.

Wei Ji, Renjie Liang, Lizi Liao, Hao Fei, Fuli Feng

Proceedings of the 31st ACM International Conference on Multimedia, 2023

ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery.

Jinggui Liang, Lizi Liao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration.

Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei, Tat-Seng Chua

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Reinforced Target-driven Conversational Promotion.

Huy Dao, Lizi Liao, Dung D. Le, Yuxiang Nie

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions.

Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis.

Bobo Li, Hao Fei, Fei Li, Yuhan Wu, Jinsong Zhang, Shengqiong Wu, Jingye Li, Yijiang Liu, Lizi Liao, Tat-Seng Chua, Donghong Ji

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media.

Yujuan Ding, Yunshan Ma, Lizi Liao, Wai Keung Wong, Tat-Seng Chua

IEEE Trans. Multim., 2022

A Patience-Aware Recommendation Scheme for Shared Accounts on Mobile Devices.

Kaili Mao, Jianwei Niu, Xuefeng Liu, Shaojie Tang, Lizi Liao, Tat-Seng Chua

IEEE Trans. Knowl. Data Eng., 2022

Topic-Guided Conversational Recommender in Multiple Domains.

Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua

IEEE Trans. Knowl. Data Eng., 2022

Multi-Relation Extraction via A Global-Local Graph Convolutional Network.

Harry Cheng, Lizi Liao, Linmei Hu, Liqiang Nie

IEEE Trans. Big Data, 2022

Structured and Natural Responses Co-generation for Conversational Search.

Chenchen Ye, Lizi Liao, Fuli Feng, Wei Ji, Tat-Seng Chua

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Reflecting on Experiences for Response Generation.

Chenchen Ye, Lizi Liao, Suyu Liu, Tat-Seng Chua

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Semi-supervised New Slot Discovery with Incremental Clustering.

Yuxia Wu, Lizi Liao, Xueming Qian, Tat-Seng Chua

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

A Unified Dialogue User Simulator for Few-shot Data Augmentation.

Dazhen Wan, Zheng Zhang, Qi Zhu, Lizi Liao, Minlie Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Conversation Disentanglement with Bi-Level Contrastive Learning.

Chengyu Huang, Zheng Zhang, Hao Fei, Lizi Liao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Dialogue State Tracking with Incremental Reasoning.

Lizi Liao, Le Hong Long, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua

Trans. Assoc. Comput. Linguistics, 2021

Multi-domain Dialogue State Tracking with Recursive Inference.

Lizi Liao, Tongyao Zhu, Le Hong Long, Tat-Seng Chua

Proceedings of the WWW '21: The Web Conference 2021, 2021

MMConv: An Environment for Multimodal Conversational Search across Multiple Domains.

Lizi Liao, Le Hong Long, Zheng Zhang, Minlie Huang, Tat-Seng Chua

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Towards Enriching Responses with Crowd-sourced Knowledge for Task-oriented Dialogue.

Yingxu He, Lizi Liao, Zheng Zhang, Tat-Seng Chua

Proceedings of the MuCAI'21: Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational AI, 2021

Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting.

Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua, Jinyoung Moon, Hong-Han Shuai

Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

2020

Crowd Knowledge Enhanced Multimodal Conversational Assistant in Travel Domain.

Lizi Liao, Lyndon Kennedy, Lynn Wilcox, Tat-Seng Chua

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Knowledge Enhanced Neural Fashion Trend Forecasting.

Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Learning Goal-oriented Dialogue Policy with opposite Agent Awareness.

Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

2019

Deep Conversational Recommender in Travel.

Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua

CoRR, 2019

Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems.

Zheng Zhang, Lizi Liao, Minlie Huang, Xiaoyan Zhu, Tat-Seng Chua

Proceedings of the World Wide Web Conference, 2019

Who, Where, and What to Wear?: Extracting Fashion Knowledge from Social Media.

Yunshan Ma, Xun Yang, Lizi Liao, Yixin Cao, Tat-Seng Chua

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Automatic Fashion Knowledge Extraction from Social Media.

Yunshan Ma, Lizi Liao, Tat-Seng Chua

Proceedings of the 27th ACM International Conference on Multimedia, 2019

TransNFCM: Translation-Based Neural Fashion Compatibility Modeling.

Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang, Tat-Seng Chua

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Attributed Social Network Embedding.

Lizi Liao, Xiangnan He, Hanwang Zhang, Tat-Seng Chua

IEEE Trans. Knowl. Data Eng., 2018

Knowledge-aware Multimodal Fashion Chatbot.

Lizi Liao, You Zhou, Yunshan Ma, Richang Hong, Tat-Seng Chua

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Knowledge-aware Multimodal Dialogue Systems.

Lizi Liao, Yunshan Ma, Xiangnan He, Richang Hong, Tat-Seng Chua

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Interpretable Multimodal Retrieval for Fashion Products.

Lizi Liao, Xiangnan He, Bo Zhao, Chong-Wah Ngo, Tat-Seng Chua

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

2017

Neural Collaborative Filtering.

Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, Tat-Seng Chua

Proceedings of the 26th International Conference on World Wide Web, 2017

Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media.

Lizi Liao, Xiangnan He, Zhaochun Ren, Liqiang Nie, Huan Xu, Tat-Seng Chua

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

SLR: A scalable latent role model for attribute completion and tie prediction in social networks.

Lizi Liao, Qirong Ho, Jing Jiang, Ee-Peng Lim

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

Multi-roles Affiliation Model for General User Profiling.

Lizi Liao, Heyan Huang, Yashen Wang

Proceedings of the Database Systems for Advanced Applications, 2015

2014

A study of age gaps between online friends.

Lizi Liao, Jing Jiang, Ee-Peng Lim, Heyan Huang

Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

Generating Supplementary Travel Guides from Social Media.

Liu Yang, Jing Jiang, Lifu Huang, Minghui Qiu, Lizi Liao

Proceedings of the COLING 2014, 2014

Lifetime Lexical Variation in Social Media.

Lizi Liao, Jing Jiang, Ying Ding, Heyan Huang, Ee-Peng Lim

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014