Yuncheng Hua

According to our database, Yuncheng Hua authored at least 33 papers between 2015 and 2025.

Collaborative distances:

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

2025

After Retrieval, Before Generation: Enhancing the Trustworthiness of Large Language Models in RAG.

Xinbang Dai, Huikang Hu, Yuncheng Hua, Jiaqi Li, Yongrui Chen, Rihui Jin, Nan Hu, Guilin Qi

CoRR, May, 2025

SOCIA: An End-to-End Agentic Framework for Automated Cyber-Physical-Social Simulator Generation.

Yuncheng Hua, Ji Miao, Mehdi Jafari, Jianxiang Xie, Hao Xue, Flora D. Salim

CoRR, May, 2025

RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars.

Yuncheng Hua, Lizhen Qu, Zhuang Li, Hao Xue, Flora D. Salim, Gholamreza Haffari

CoRR, February, 2025

Large language models can better understand knowledge graphs than we thought.

Xinbang Dai, Yuncheng Hua, Tongtong Wu, Yang Sheng, Qiu Ji, Guilin Qi

Knowl. Based Syst., 2025

ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning.

Vy Vo, Lizhen Qu, Tao Feng, Yuncheng Hua, Xiaoxi Kang, Songhai Fan, Tim Dwyer, Lay-Ki Soon, Gholamreza Haffari

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

Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment.

Mehdi Jafari, Yuncheng Hua, Hao Xue, Flora D. Salim

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

SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models.

Zhuang Li, Yuncheng Hua, Thuy-Trang Vu, Haolan Zhan, Lizhen Qu, Gholamreza Haffari

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction.

Yuncheng Hua, Yujin Huang, Shuo Huang, Tao Feng, Lizhen Qu, Chris Bain, Richard Bassed, Gholamreza Haffari

CoRR, 2024

SCAR: Efficient Instruction-Tuning for Large Language Models via Style Consistency-Aware Response Ranking.

Zhuang Li, Yuncheng Hua, Thuy-Trang Vu, Haolan Zhan, Lizhen Qu, Gholamreza Haffari

CoRR, 2024

Counter-intuitive: Large Language Models Can Better Understand Knowledge Graphs Than We Thought.

Xinbang Dai, Yuncheng Hua, Tongtong Wu, Yang Sheng, Guilin Qi

CoRR, 2024

Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues.

Yuncheng Hua, Lizhen Qu, Gholamreza Haffari

CoRR, 2024

SADAS: A Dialogue Assistant System Towards Remediating Norm Violations in Bilingual Socio-Cultural Conversations.

Yuncheng Hua, Zhuang Li, Linhao Luo, Kadek Ananta Satriadi, Tao Feng, Haolan Zhan, Lizhen Qu, Suraj Sharma, Ingrid Zukerman, Zhaleh Semnani-Azad, Gholamreza Haffari

CoRR, 2024

RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations.

Haolan Zhan, Zhuang Li, Xiaoxi Kang, Tao Feng, Yuncheng Hua, Lizhen Qu, Yi Ying, Mei Rianto Chandra, Kelly Rosalin, Jureynolds Jureynolds, Suraj Sharma, Shilin Qu, Linhao Luo, Ingrid Zukerman, Lay-Ki Soon, Zhaleh Semnani-Azad, Gholamreza Haffari

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 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

Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues.

Yuncheng Hua, Lizhen Qu, Reza Haf

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

Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction.

Yuncheng Hua, Yujin Huang, Shuo Huang, Tao Feng, Lizhen Qu, Christopher Bain, Richard Bassed, Reza Haf

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

Let's Negotiate! A Survey of Negotiation Dialogue Systems.

Haolan Zhan, Yufei Wang, Zhuang Li, Tao Feng, Yuncheng Hua, Suraj Sharma, Lizhen Qu, Zhaleh Semnani-Azad, Ingrid Zukerman, Reza Haffari

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

IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models.

Tao Feng, Lizhen Qu, Zhuang Li, Haolan Zhan, Yuncheng Hua, Gholamreza Haffari

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

CLRN: A reasoning network for multi-relation question answering over Cross-lingual Knowledge Graphs.

Yiming Tan, Xinyu Zhang, Yongrui Chen, Zafar Ali, Yuncheng Hua, Guilin Qi

Expert Syst. Appl., November, 2023

SocialDial: A Benchmark for Socially-Aware Dialogue Systems.

Haolan Zhan, Zhuang Li, Yufei Wang, Linhao Luo, Tao Feng, Xiaoxi Kang, Yuncheng Hua, Lizhen Qu, Lay-Ki Soon, Suraj Sharma, Ingrid Zukerman, Zhaleh Semnani-Azad, Gholamreza Haffari

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Dialog-to-Actions: Building Task-Oriented Dialogue System via Action-Level Generation.

Yuncheng Hua, Xiangyu Xi, Zheng Jiang, Guanwei Zhang, Chaobo Sun, Guanglu Wan, Wei Ye

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2022

Let's Negotiate! A Survey of Negotiation Dialogue Systems.

Haolan Zhan, Yufei Wang, Tao Feng, Yuncheng Hua, Suraj Sharma, Zhuang Li, Lizhen Qu, Gholamreza Haffari

CoRR, 2022

A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example.

Xiangyu Xi, Chenxu Lv, Yuncheng Hua, Wei Ye, Chaobo Sun, Shuaipeng Liu, Fan Yang, Guanglu Wan

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Improving Core Path Reasoning for the Weakly Supervised Knowledge Base Question Answering.

Nan Hu, Sheng Bi, Guilin Qi, Meng Wang, Yuncheng Hua, Shirong Shen

Proceedings of the Database Systems for Advanced Applications, 2022

2021

Complex Question Answering over Large-scale Knowledge Bases.

Yuncheng Hua

PhD thesis, 2021

Towards Balanced Defect Prediction with Better Information Propagation.

Xianda Zheng, Yuan-Fang Li, Huan Gao, Yuncheng Hua, Guilin Qi

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

2020

Less is more: Data-efficient complex question answering over knowledge bases.

Yuncheng Hua, Yuan-Fang Li, Guilin Qi, Wei Wu, Jingyao Zhang, Daiqing Qi

J. Web Semant., 2020

Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning.

Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Wei Wu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base.

Yongrui Chen, Huiying Li, Yuncheng Hua, Guilin Qi

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning.

Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Tongtong Wu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Difficulty-Controllable Multi-hop Question Generation from Knowledge Graphs.

Vishwajeet Kumar, Yuncheng Hua, Ganesh Ramakrishnan, Guilin Qi, Lianli Gao, Yuan-Fang Li

Proceedings of the Semantic Web - ISWC 2019, 2019

2018

Semantic Parsing for Multiple-relation Chinese Question Answering.

Jingyao Zhang, Yuncheng Hua, Guilin Qi, Daiqing Qi

Proceedings of the Evaluation Tasks at the China Conference on Knowledge Graph and Semantic Computing (CCKS 2018), 2018

2015

Toward Establishing a Comprehensive Public Health Service Platform for Chronic Disease Management and Medication in China: A Practice in Building a Smart Hypertension Medical System.

Yuncheng Hua, Jue Xie, Lei Liu, Anjun Chen

Proceedings of the Health Information Science - 4th International Conference, 2015