Yi Huang

According to our database, Yi Huang authored at least 23 papers between 2019 and 2025.

Collaborative distances:

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

2025

Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems.

Yucheng Cai, Yuxuan Wu, Yi Huang, Junlan Feng, Zhijian Ou

CoRR, June, 2025

Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems.

Yucheng Cai, Ke Li, Yi Huang, Junlan Feng, Zhijian Ou

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG).

Yucheng Cai, Si Chen, Yi Huang, Junlan Feng, Zhijian Ou

CoRR, 2024

The 2nd Futuredial Challenge: Dialog Systems With Retrieval Augmented Generation (Futuredial-RAG).

Yucheng Cai, Si Chen, Yuxuan Wu, Yi Huang, Junlan Feng, Zhijian Ou

Proceedings of the IEEE Spoken Language Technology Workshop, 2024

2023

Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems.

Hong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Deep Learning for Medication Recommendation: A Systematic Survey.

Zafar Ali, Yi Huang, Irfan Ullah, Junlan Feng, Chao Deng, Nimbeshaho Thierry, Asad Khan, Asim Ullah Jan, Xiaoli Shen, Rui Wu, Guilin Qi

Data Intell., 2023

Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision.

Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Prompt Pool Based Class-Incremental Continual Learning for Dialog State Tracking.

Hong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction.

Zhe Yang, Yi Huang, Junlan Feng

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

Multi-Action Dialog Policy Learning from Logged User Feedback.

Shuo Zhang, Junzhou Zhao, Pinghui Wang, Tianxiang Wang, Zi Liang, Jing Tao, Yi Huang, Junlan Feng

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems.

Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng

CoRR, 2022

Jointly Reinforced User Simulator and Task-oriented Dialog System with Simplified Generative Architecture.

Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng

CoRR, 2022

Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset.

Hong Liu, Hao Peng, Zhijian Ou, Juanzi Li, Yi Huang, 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, Hao Peng, Yi Huang, Jiangjiang Zhao

CoRR, 2022

Revisiting Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems.

Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng

CoRR, 2022

Building Markovian Generative Architectures Over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems.

Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models.

Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng

Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 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, Junlan Feng

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Interactive Contrastive Learning for Self-Supervised Entity Alignment.

Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Lei Cao, Xin Wang, Haozhuang Liu, Yi Huang, Junlan Feng, Jing Wan, Juanzi Li, Ling Feng

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Learning to Check Contract Inconsistencies.

Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning.

Yi Huang, Junlan Feng, Shuo Ma, Xiaoyu Du, Xiaoting Wu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Meta-Reinforced Multi-Domain State Generator for Dialogue Systems.

Yi Huang, Junlan Feng, Min Hu, Xiaoting Wu, Xiaoyu Du, Shuo Ma

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Domain Adaptive Question Answering over Knowledge Base.

Yulai Yang, Lei Hou, Hailong Jin, Peng Zhang, Juanzi Li, Yi Huang, Min Hu

Proceedings of the Natural Language Processing and Chinese Computing, 2019