Alexpaca: Learning Factual Clarification Question Generation Without Examples
Matthew Toles, Yukun Huang, Zhou Yu, Luis Gravano. (2025). "Alexpaca: Learning Factual Clarification Question Generation Without Examples." ACL GEM2 Workshop 2025.
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- GitHub University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- GitHub University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- GitHub University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff
Maximilian Holsman, Yukun Huang, Bhuwan Dhingra. (2025). "Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff." ACL 2025 Findings.
Real-time Fake News from Adversarial Feedback
Sanxing Chen, Yukun Huang, Bhuwan Dhingra. (2025). "Real-time Fake News from Adversarial Feedback." ACL 2025.
Enhancing Large Language Models’ Situated Faithfulness to External Contexts
Yukun Huang, Sanxing Chen, Hongyi Cai, Bhuwan Dhingra. (2025). "Enhancing Large Language Models' Situated Faithfulness to External Contexts." ICLR 2025 (Spotlight).
Cite Pretrain: Retrieval-Free Knowledge Attribution for Large Language Models
Yukun Huang, Sanxing Chen, Jian Pei, Manzil Zaheer, Bhuwan Dhingra. (2025). "Cite Pretrain: Retrieval-Free Knowledge Attribution for Large Language Models." Under Review.
Atomic Self-Consistency for Better Long Form Generations
Raghuveer Thirukovalluru, Yukun Huang, Bhuwan Dhingra. (2024). "Atomic Self-Consistency for Better Long Form Generations." EMNLP 2024.
Calibrating Long-form Generations from Large Language Models
Yukun Huang, Yixin Liu, Raghuveer Thirukovalluru, Arman Cohan, Bhuwan Dhingra. (2024). "Calibrating Long-form Generations from Large Language Models." EMNLP 2024 Findings.
Learning a Better Initialization for Soft Prompts via Meta-Learning
Yukun Huang, Kun Qian, Zhou Yu. (2023). "Learning a Better Initialization for Soft Prompts via Meta-Learning." Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. 67-75.
In-context Learning Distillation: Transferring Few-shot Learning Ability of Pre-trained Language Models
Yukun Huang, Yanda Chen, Zhou Yu, Kathleen McKeown. (2023). "In-context Learning Distillation: Transferring Few-shot Learning Ability of Pre-trained Language Models." Preprint.
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA
Teaching
Service and leadership
- Currently signed in to 43 different slack teams