Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment. - Yinpei Dai; Hangyu Li 003; Chengguang Tang; Yongbin Li; Jian Sun 021; Xiaodan Zhu 001 (ACL, 2020)

Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking. - Yinpei Dai; Hangyu Li 003; Yongbin Li; Jian Sun 021; Fei Huang 002; Luo Si; Xiaodan Zhu 001 (ACL/IJCNLP (2), 2021)

Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking. - Yinpei Dai; Hangyu Li 003; Yongbin Li; Jian Sun 021; Fei Huang 002; Luo Si; Xiaodan Zhu 001 (CoRR, 2021)

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs. - Minghao Li; Yingxiu Zhao; Bowen Yu 002; Feifan Song 001; Hangyu Li 003; Haiyang Yu 003; Zhoujun Li; Fei Huang 002; Yongbin Li (EMNLP, 2023)

SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents. - Shuzheng Si; Wentao Ma; Haoyu Gao; Yuchuan Wu; Ting-En Lin; Yinpei Dai; Hangyu Li 003; Rui Yan 001; Fei Huang 002; Yongbin Li (NeurIPS, 2023)

SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue in Multiple Domains. - Shuzheng Si; Wentao Ma; Yuchuan Wu; Yinpei Dai; Haoyu Gao; Ting-En Lin; Hangyu Li 003; Rui Yan 001; Fei Huang 002; Yongbin Li (CoRR, 2023)

Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models. - Haoyu Gao; Ting-En Lin; Hangyu Li 003; Min Yang 007; Yuchuan Wu; Wentao Ma; Yongbin Li (CoRR, 2023)

Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models. - Haoyu Gao; Ting-En Lin; Hangyu Li 003; Min Yang 007; Yuchuan Wu; Wentao Ma; Fei Huang 002; Yongbin Li (LREC/COLING, 2024)

A Survey on Self-Evolution of Large Language Models. - Zhengwei Tao; Ting-En Lin; Xiancai Chen; Hangyu Li 003; Yuchuan Wu; Yongbin Li; Zhi Jin; Fei Huang 002; Dacheng Tao; Jingren Zhou 001 (CoRR, 2024)

Reverse Preference Optimization for Complex Instruction Following. - Xiang Huang; Ting-En Lin; Feiteng Fang; Yuchuan Wu; Hangyu Li 003; Yuzhong Qu; Fei Huang 002; Yongbin Li (ACL (Findings), 2025)