Naihao Deng | University of Michigan

Naihao(Neo) Deng

PhD student
Computer Science of Engineering
University of Michigan
dnaihao@umich.edu

(* indicates equal contribution)

Papers

	Chumor 1.0: A Truly Funny and Challenging Chinese Humor Understanding Dataset from Ruo Zhi Ba Ruiqi He, Yushu He, Longju Bai, Jiarui Liu, Zhenjie Sun, Zenghao Tang, He Wang, Hanchen Xia, Naihao Deng [arXiv] [Data]
ACL 2024 Findings	Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs Naihao Deng, Zhenjie Sun, Ruiqi He, Aman Sikka, Yulong Chen, Lin Ma, Yue Zhang, Rada Mihalcea [arXiv] [Data]
LREC-COLING 2024	Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat, Zhijing Jin, ..., Naihao Deng et al. [arXiv]
	SQL-CRAFT: Text-to-SQL through Interactive Refinement and Enhanced Reasoning Hanchen Xia, Feng Jiang, Naihao Deng, Cunxiang Wang, Guojiang Zhao, Rada Mihalcea, Yue Zhang [arXiv]
EMNLP 2023 Findings	You Are What You Annotate: Towards Better Models through Annotator Representations Naihao Deng, Siyang Liu, Xinliang Frederick Zhang, Winston Wu, Lu Wang, Rada Mihalcea [arXiv] [Project Page] [Data] [Code/Script]
EMNLP 2023	Enhancing Long-form Text Generation in Mental Health with Task-adaptive Tokenization Siyang Liu, Naihao Deng, Sahand Sabour, Yilin Jia, Minlie Huang, Rada Mihalcea [arXiv] [Code/Script]
EMNLP 2023 Findings ToM@ICML 2023	Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models Yufan Wu, Yinghui He, Yilin Jia, Rada Mihalcea, Yulong Chen, Naihao Deng [arXiv] [Project Page] [Data] [Data + Code/Script]
IJCNLP-AACL 2023	Adaptable Claim Rewriting with Offline Reinforcement Learning for Effective Misinformation Discovery Ashkan Kazemi, Artem Abzaliev, Naihao Deng, Rui Hou, Davis Liang, Scott A. Hale, Verónica Pérez-Rosas, Rada Mihalcea [arXiv]
	EASE: An Easily-Customized Annotation System Powered by Efficiency Enhancement Mechanisms Naihao Deng, Yikai Liu, Mingye Chen*, Winston Wu, Siyang Liu, Yulong Chen, Yue Zhang, Rada Mihalcea [arXiv]
COLING 2022	Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect Naihao Deng, Yulong Chen, Yue Zhang [Conference] [arXiv] [Project Page] [BibText] @inproceedings{deng-etal-2022-recent, title = "Recent Advances in Text-to-{SQL}: A Survey of What We Have and What We Expect", author = "Deng, Naihao and Chen, Yulong and Zhang, Yue", booktitle = "Proceedings of the 29th International Conference on Computational Linguistics", month = oct, year = "2022", address = "Gyeongju, Republic of Korea", publisher = "International Committee on Computational Linguistics", url = "https://aclanthology.org/2022.coling-1.190", pages = "2166--2187", }
COLING 2022	WildQA: In the Wild Video Question Answering Santiago Castro, Naihao Deng, Pingxuan Huang*, Mihai Burzo, Rada Mihalcea [Conference] [arXiv] [Project Page] [Data + Code/Script] [BibText] @inproceedings{castro-etal-2022-wild, title = "In-the-Wild Video Question Answering", author = "Castro, Santiago and Deng, Naihao and Huang, Pingxuan and Burzo, Mihai and Mihalcea, Rada", booktitle = "Proceedings of the 29th International Conference on Computational Linguistics", month = oct, year = "2022", address = "Gyeongju, Republic of Korea", publisher = "International Committee on Computational Linguistics", url = "https://aclanthology.org/2022.coling-1.496", pages = "5613--5635", }
NLP Perspective @LREC 2022	Analyzing the Effects of Annotator Gender across NLP Tasks Laura Biester, Vanita Sharma, Ashkan Kazemi, Naihao Deng, Steven Wilson, Rada Mihalcea [Workshop] [Code/Script] [BibText] @inproceedings{biester-etal-2022-analyzing, title = "Analyzing the Effects of Annotator Gender across {NLP} Tasks", author = "Biester, Laura and Sharma, Vanita and Kazemi, Ashkan and Deng, Naihao and Wilson, Steven and Mihalcea, Rada", booktitle = "Proceedings of the 1st Workshop on Perspectivist Approaches to NLP @LREC2022", month = jun, year = "2022", address = "Marseille, France", publisher = "European Language Resources Association", url = "https://aclanthology.org/2022.nlperspectives-1.2", pages = "10--19", }
NLP4Prog @ACL 2021	Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions Naihao Deng, Shuaichen Chang, Peng Shi, Tao Yu, Rui Zhang [arXiv] [BibText] @misc{deng2021prefixtosql, title={Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions}, author={Naihao Deng and Shuaichen Chang and Peng Shi and Tao Yu and Rui Zhang}, year={2021}, eprint={2109.13066}, archivePrefix={arXiv}, primaryClass={cs.CL} }

Hosted Challenges

INLG 2022 Challenge

DialogSum Challenge: Results of the Dialogue Summarization Shared Task
Yulong Chen*, Naihao Deng*, Yang Liu, Yue Zhang
[Conference] [arXiv] [Video] [BibText]

INLG 2022 Challenge

The Cross-lingual Conversation Summarization Challenge
Yulong Chen*, Ming Zhong*, Xuefeng Bai*, Naihao Deng, Jing Li, Xianchao Zhu, Yue Zhang
[Conference] [arXiv] [BibText]