Domain Adaptive Question Answering over Knowledge Base. - Yulai Yang; Lei Hou 001; Hailong Jin; Peng Zhang 077; Juanzi Li; Yi Huang 017; Min Hu (NLPCC (2), 2019)

Meta-Reinforced Multi-Domain State Generator for Dialogue Systems. - Yi Huang 017; Junlan Feng; Min Hu; Xiaoting Wu; Xiaoyu Du; Shuo Ma (ACL, 2020)

Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning. - Yi Huang 017; Junlan Feng; Shuo Ma; Xiaoyu Du; Xiaoting Wu (EMNLP (Findings), 2020)

Learning to Check Contract Inconsistencies. - Shuo Zhang; Junzhou Zhao; Pinghui Wang; Nuo Xu; Yang Yang; Yiting Liu; Yi Huang 017; Junlan Feng (AAAI, 2021)

Interactive Contrastive Learning for Self-Supervised Entity Alignment. - Kaisheng Zeng; Zhenhao Dong; Lei Hou 001; Yixin Cao 002; Minghao Hu; Jifan Yu; Xin Lv; Lei Cao; Xin Wang 117; Haozhuang Liu; Yi Huang 017; Junlan Feng; et al. (CIKM, 2022)

"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs. - Shuo Zhang; Junzhou Zhao; Pinghui Wang; Yu Li; Yi Huang 017; Junlan Feng (IJCAI, 2022)

Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models. - Yucheng Cai; Hong Liu 024; Zhijian Ou; Yi Huang 017; Junlan Feng (SIGDIAL, 2022)

Building Markovian Generative Architectures Over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhijian Ou; Yi Huang 017; Junlan Feng (SLT, 2022)

Revisiting Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhijian Ou; Yi Huang 017; Junlan Feng (CoRR, 2022)

A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems. - Zhijian Ou; Junlan Feng; Juanzi Li; Yakun Li; Hong Liu 024; Hao Peng 015; Yi Huang 017; Jiangjiang Zhao (CoRR, 2022)

Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset. - Hong Liu 024; Hao Peng 015; Zhijian Ou; Juanzi Li; Yi Huang 017; Junlan Feng (CoRR, 2022)

Jointly Reinforced User Simulator and Task-oriented Dialog System with Simplified Generative Architecture. - Hong Liu 024; Zhijian Ou; Yi Huang 017; Junlan Feng (CoRR, 2022)

A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhijian Ou; Yi Huang 017; Junlan Feng (CoRR, 2022)

Multi-Action Dialog Policy Learning from Logged User Feedback. - Shuo Zhang; Junzhou Zhao; Pinghui Wang; Tianxiang Wang; Zi Liang; Jing Tao; Yi Huang 017; Junlan Feng (AAAI, 2023)

Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction. - Zhe Yang; Yi Huang 017; Junlan Feng (ACL (Findings), 2023)

Prompt Pool Based Class-Incremental Continual Learning for Dialog State Tracking. - Hong Liu 024; Yucheng Cai; Yuan Zhou; Zhijian Ou; Yi Huang 017; Junlan Feng (ASRU, 2023)

Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. - Yucheng Cai; Hong Liu 024; Zhijian Ou; Yi Huang 017; Junlan Feng (INTERSPEECH, 2023)

Deep Learning for Medication Recommendation: A Systematic Survey. - Zafar Ali; Yi Huang 017; Irfan Ullah 001; Junlan Feng; Chao Deng; Nimbeshaho Thierry; Asad Khan; Asim Ullah Jan; Xiaoli Shen; Rui Wu 010; Guilin Qi (Data Intell., 2023)

Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhenru Lin; Zhijian Ou; Yi Huang 017; Junlan Feng (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

The 2nd Futuredial Challenge: Dialog Systems With Retrieval Augmented Generation (Futuredial-RAG). - Yucheng Cai; Si Chen; Yuxuan Wu; Yi Huang 017; Junlan Feng; Zhijian Ou (SLT, 2024)

The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG). - Yucheng Cai; Si Chen; Yi Huang 017; Junlan Feng; Zhijian Ou (CoRR, 2024)

Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems. - Yucheng Cai; Ke Li; Yi Huang 017; Junlan Feng; Zhijian Ou (ACL (Findings), 2025)

Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems. - Yucheng Cai; Yuxuan Wu; Yi Huang 017; Junlan Feng; Zhijian Ou (CoRR, 2025)