Yan Xu

Hong Kong University of Science and Technology — Hong Kong

Computer Science · Physical Sciences

10h-index4.1kcitations22works0.02yr avg
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Research Topics

Topic Modeling(16), Natural Language Processing Techniques(15), Speech and dialogue systems(9), Speech Recognition and Synthesis(3), Multimodal Machine Learning Applications(3)

Publications22 total

Towards Mitigating Hallucination in Large Language Models via Self-Reflection
arXiv (Cornell University)·2023· 17 citedOpen Access
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
arXiv (Cornell University)·2023· 2 citedOpen Access
KILM: Knowledge Injection into Encoder-Decoder Language Models
arXiv (Cornell University)·2023· 1 citedOpen Access
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
arXiv (Cornell University)·2023· 351 citedOpen Access
KILM: Knowledge Injection into Encoder-Decoder Language Models
2023· 15 citedOpen Access
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
2023· 581 citedOpen Access
Towards Mitigating LLM Hallucination via Self Reflection
2023· 176 citedOpen Access
NusaCrowd: Open Source Initiative for Indonesian NLP Resources
2023· 32 citedOpen Access
NusaCrowd: Open Source Initiative for Indonesian NLP Resources
arXiv (Cornell University)·2022· 9 citedOpen Access
Survey of Hallucination in Natural Language Generation
ACM Computing Surveys·2022· 2.8k cited
Towards Answering Open-ended Ethical Quandary Questions
arXiv (Cornell University)·2022· 7 citedOpen Access
Can Question Rewriting Help Conversational Question Answering?
arXiv (Cornell University)·2022Open Access
Survey of Hallucination in Natural Language Generation
arXiv (Cornell University)·2022· 92 citedOpen Access
Integrating Question Rewrites in Conversational Question Answering: A Reinforcement Learning Approach
2022· 4 citedOpen Access
Can Question Rewriting Help Conversational Question Answering?
2022· 10 citedOpen Access
ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation
arXiv (Cornell University)·2021· 12 citedOpen Access
Probability-Possibility Transformation under Perspective of Random-fuzzy Dual Interpretation of Unknown Uncertainty
2021· 1 citedOpen Access
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters
arXiv (Cornell University)·2021· 17 citedOpen Access
Application of Cognitive Linguistics Theory in English Vocabulary Teaching
Journal of International Education and Development·2021Open Access
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue\n Systems
arXiv (Cornell University)·2020Open Access
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Frequent Co-authors

Pascale Fung(15), Tiezheng Yu(10), Samuel Cahyawijaya(10), Ziwei Ji(9), Dan Su(8), Etsuko Ishii(8), Bryan Wilie(7), Andrea Madotto(6), Genta Indra Winata(6), Nayeon Lee(5), Wenliang Dai(5), Holy Lovenia(5), Yejin Bang(4), Rita Frieske(3), Zihan Liu(3), Nayeon Lee(2), Willy Chung(2), Alham Fikri Aji(2), Fajri Koto(2), Rahmad Mahendra(2)