Yi Huang

According to our database, Yi Huang authored at least 44 papers between 2019 and 2025.

Collaborative distances:

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

2025

K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling.

Yongrui Chen, Yi Huang, Yunchang Liu, Shenyu Zhang, Junhao He, Tongtong Wu, Guilin Qi, Tianxing Wu

CoRR, September, 2025

Pandora: Leveraging Code-driven Knowledge Transfer for Unified Structured Knowledge Reasoning.

Yongrui Chen, Junhao He, Linbo Fu, Shenyu Zhang, Rihui Jin, Xinbang Dai, Jiaqi Li, Dehai Min, Nan Hu, Yuxin Zhang, Guilin Qi, Yi Huang, Tongtong Wu

CoRR, August, 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

Palette of Language Models: A Solver for Controlled Text Generation.

Zhe Yang, Yi Huang, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng

CoRR, March, 2025

Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs.

Yu Li, Yi Huang, Guilin Qi, Junlan Feng, Nan Hu, Songlin Zhai, Haohan Xue, Yongrui Chen, Ruoyan Shen, Tongtong Wu

CoRR, January, 2025

Palette of Language Models: A Solver for Controlled Text Generation.

Zhe Yang, Yi Huang, Yaqin Chen, XiaotingWu XiaotingWu, Junlan Feng, Chao Deng

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Modeling Multi-Turn Spoken Language Understanding with Dynamic Graph Convolutional Networks.

Yi Huang, Si Chen, Jingyu Yao, Junlan Feng

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM.

Jianyu Liu, Yi Huang, Sheng Bi, Junlan Feng, Guilin Qi

Proceedings of the 31st International Conference on Computational Linguistics, 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

TGIN: Translation-Based Graph Inference Network for Few-Shot Relational Triplet Extraction.

Jiaxin Wang, Lingling Zhang, Jun Liu, Kunming Ma, Wenjun Wu, Xiang Zhao, Yaqiang Wu, Yi Huang

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Embedding Ontologies via Incorporating Extensional and Intensional Knowledge.

Keyu Wang, Guilin Qi, Jiaoyan Chen, Yi Huang, Tianxing Wu

Data Intell., 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

Plan, Generate and Optimize: Extending Large Language Models for Dialogue Systems Via Prompt-Based Collaborativec Method.

Mengfei Guo, Si Chen, Yi Huang, Junlan Feng

Proceedings of the IEEE Spoken Language Technology Workshop, 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

Multiagent Reinforcement Learning Based on Structural Coordination.

Yixuan Li, Yi Huang, Junlan Feng, Chao Deng, Chunyu Liu, Vincent Chau, Wanyuan Wang

Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2024

A Generative Adversarial Framework for Dialogue Generation with Neural Architecture Search.

Yi Huang, Wei Hu, Junlan Feng

Proceedings of the IEEE International Conference on Acoustics, 2024

LLM as a metric critic for low resource relation identification.

Zhe Yang, Yi Huang, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng

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

CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering.

Yike Wu, Yi Huang, Nan Hu, Yuncheng Hua, Guilin Qi, Jiaoyan Chen, Jeff Z. Pan

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

2023

Incorporating logic rules with textual representations for interpretable knowledge graph reasoning.

Yudai Pan, Jun Liu, Lingling Zhang, Yi Huang

Knowl. Based Syst., October, 2023

MoCA: Incorporating domain pretraining and cross attention for textbook question answering.

Fangzhi Xu, Qika Lin, Jun Liu, Lingling Zhang, Tianzhe Zhao, Qi Chai, Yudai Pan, Yi Huang, Qianying Wang

Pattern Recognit., August, 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

Healing Unsafe Dialogue Responses with Weak Supervision Signals.

Zi Liang, Pinghui Wang, Ruofei Zhang, Shuo Zhang, Xiaofan Ye, Yi Huang, Junlan Feng

CoRR, 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

Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation.

Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang

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

Generalized Intent Discovery: Learning from Open World Dialogue System.

Yutao Mou, Keqing He, Yanan Wu, Pei Wang, Jingang Wang, Wei Wu, Yi Huang, Junlan Feng, Weiran Xu

Proceedings of the 29th International Conference on Computational Linguistics, 2022

PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling.

Guanting Dong, Daichi Guo, Liwen Wang, Xuefeng Li, Zechen Wang, Chen Zeng, Keqing He, Jinzheng Zhao, Hao Lei, Xinyue Cui, Yi Huang, Junlan Feng, Weiran Xu

Proceedings of the 29th International Conference on Computational Linguistics, 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

XTQA: Span-Level Explanations of the Textbook Question Answering.

Jie Ma, Jun Liu, Junjun Li, Qinghua Zheng, Qingyu Yin, Jianlong Zhou, Yi Huang

CoRR, 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