• Xueliang Zhao , Xinting Huang , Wei Bi , Lingpeng Kong . SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving . In ACL 2024, Bangkok, Thailand.
Publications
† indicates equal contribution by the authors.
Conference Papers
• Qintong Li , Leyang Cui , Xueliang Zhao , Lingpeng Kong , Wei Bi . GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers . In ACL 2024, Bangkok, Thailand.
• Xueliang Zhao , Xinting Huang , Tingchen Fu , Qintong Li , Shansan Gong , Lemao Liu , Wei Bi , Lingpeng Kong . BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models . In Findings of ACL 2024, Bangkok, Thailand.
• Xueliang Zhao , Wenda Li , Lingpeng Kong . Subgoal-based Demonstration Learning for Formal Theorem Proving . In ICML 2024, Vienna, Austria.
• Tingchen Fu † , Xueliang Zhao † , Lemao Liu , Rui Yan . Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue . In Findings of EMNLP 2023, Singapore.
• Tingchen Fu † , Xueliang Zhao † , Rui Yan . Delving into Global Dialogue Structures: Structure Planning Augmented Response Selection for Multi-turn Conversations . In KDD 2023, Long Beach, USA.
• Yuxuan Wang , Zilong Zheng , Xueliang Zhao , Jinpeng Li , Yueqian Wang , Dongyan Zhao . VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions . In ACL 2023, Toronto, Canada.
• Xueliang Zhao † , Tingchen Fu † , Lemao Liu , Lingpeng Kong , Shuming Shi , Rui Yan . SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation . In Findings of ACL 2023, Toronto, Canada.
• Tingchen Fu † , Xueliang Zhao † , Lemao Liu , Rui Yan . On the Compositional Generalization in Versatile Open-domain Dialogue . In ACL 2023, Toronto, Canada.
• Xueliang Zhao , Lemao Liu , Tingchen Fu , Shuming Shi , Dongyan Zhao , Rui Yan . Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure . In EMNLP 2022, Abu Dhabi, United Arab Emirates.
• Xueliang Zhao † , Tingchen Fu † , Chongyang Tao , Rui Yan . There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning . In EMNLP 2022, Abu Dhabi, United Arab Emirates.
• Xueliang Zhao † , Yuxuan Wang † , Chongyang Tao , Chenshuo Wang , Dongyan Zhao . Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation . In Findings of EMNLP 2022, Abu Dhabi, United Arab Emirates.
• Xueliang Zhao , Tingchen Fu , Chongyang Tao , Wei Wu , Dongyan Zhao , Rui Yan . Learning to Express in Knowledge-Grounded Conversation . In NAACL 2022, Seattle, United States.
• 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 . In ACL 2022, Dublin, Ireland.
• Ruijian Xu , Chongyang Tao , Daxin Jiang , Xueliang Zhao , Dongyan Zhao , Rui Yan . Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues . In AAAI 2021, Online.
• Linxiao Li , Can Xu , Wei Wu , YUFAN ZHAO , Xueliang Zhao , Chongyang Tao . Zero-Resource Knowledge-Grounded Dialogue Generation . In NeurIPS 2020, Online.
• Xueliang Zhao , Wei Wu , Can Xu , Chongyang Tao , Dongyan Zhao , Rui Yan . Knowledge-Grounded Dialogue Generation with Pre-trained Language Models . In EMNLP 2020, Online.
• Xueliang Zhao , Wei Wu , Chongyang Tao , Can Xu , Dongyan Zhao , Rui Yan . Low-Resource Knowledge-Grounded Dialogue Generation . In ICLR 2020, Online.
• Xueliang Zhao † , Chongyang Tao † , Wei Wu , Can Xu , Dongyan Zhao , Rui Yan . A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots . In IJCAI 2019, Macao, China.