Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions. - Naihao Deng; Shuaichen Chang; Peng Shi 010; Tao Yu 009; Rui Zhang 037 (CoRR, 2021)

In-the-Wild Video Question Answering. - Santiago Castro; Naihao Deng; Pingxuan Huang; Mihai Burzo; Rada Mihalcea (COLING, 2022)

Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect. - Naihao Deng; Yulong Chen 001; Yue Zhang 004 (COLING, 2022)

Analyzing the Effects of Annotator Gender across NLP Tasks. - Laura Biester; Vanita Sharma; Ashkan Kazemi; Naihao Deng; Steven R. Wilson 001; Rada Mihalcea (NLPerspectives@LREC, 2022)

The Cross-lingual Conversation Summarization Challenge. - Yulong Chen 001; Ming Zhong 005; Xuefeng Bai 001; Naihao Deng; Jing Li; Xianchao Zhu; Yue Zhang 004 (CoRR, 2022)

DialogSum Challenge: Results of the Dialogue Summarization Shared Task. - Yulong Chen 001; Naihao Deng; Yang Liu 124; Yue Zhang 004 (CoRR, 2022)

WildQA: In-the-Wild Video Question Answering. - Santiago Castro; Naihao Deng; Pingxuan Huang; Mihai Burzo; Rada Mihalcea (CoRR, 2022)

Adaptable Claim Rewriting with Offline Reinforcement Learning for Effective Misinformation Discovery. - Ashkan Kazemi; Artem Abzaliev; Naihao Deng; Rui Hou 007; Davis Liang; Scott A. Hale; Verónica Pérez-Rosas; Rada Mihalcea (CoRR, 2022)

Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond. - Siyang Liu 003; Naihao Deng; Sahand Sabour; Yilin Jia; Minlie Huang; Rada Mihalcea (EMNLP, 2023)

You Are What You Annotate: Towards Better Models through Annotator Representations. - Naihao Deng; Xinliang Frederick Zhang; Siyang Liu 003; Winston Wu; Lu Wang 008; Rada Mihalcea (EMNLP (Findings), 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 001; Naihao Deng (EMNLP (Findings), 2023)

Query Rewriting for Effective Misinformation Discovery. - Ashkan Kazemi; Artem Abzaliev; Naihao Deng; Rui Hou 007; Scott A. Hale; Verónica Pérez-Rosas; Rada Mihalcea (IJCNLP (1), 2023)

A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models. - Oana Ignat; Zhijing Jin 001; Artem Abzaliev; Laura Biester; Santiago Castro; Naihao Deng; Xinyi Gao 004; Aylin Gunal; Jacky He; Ashkan Kazemi; Muhammad Khalifa; Namho Koh; et al. (CoRR, 2023)

EASE: An Easily-Customized Annotation System Powered by Efficiency Enhancement Mechanisms. - Naihao Deng; Yikai Liu; Mingye Chen; Winston Wu; Siyang Liu 003; Yulong Chen 001; Yue Zhang 004; Rada Mihalcea (CoRR, 2023)

Enhancing Long-form Text Generation Efficacy with Task-adaptive Tokenization. - Siyang Liu 003; Naihao Deng; Sahand Sabour; Yilin Jia; Minlie Huang; Rada Mihalcea (CoRR, 2023)

Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs. - Naihao Deng; Zhenjie Sun; Ruiqi He; Aman Sikka; Yulong Chen 001; Lin Ma 006; Yue Zhang 004; Rada Mihalcea (ACL (Findings), 2024)

Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models. - Oana Ignat; Zhijing Jin 001; Artem Abzaliev; Laura Biester; Santiago Castro; Naihao Deng; Xinyi Gao 004; Aylin Gunal; Jacky He; Ashkan Kazemi; Muhammad Khalifa; Namho Koh; et al. (LREC/COLING, 2024)

Tables as Images? Exploring the Strengths and Limitations of LLMs on Multimodal Representations of Tabular Data. - Naihao Deng; Zhenjie Sun; Ruiqi He; Aman Sikka; Yulong Chen 001; Lin Ma 006; Yue Zhang 004; Rada Mihalcea (CoRR, 2024)

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 004 (CoRR, 2024)

Chumor 1.0: A Truly Funny and Challenging Chinese Humor Understanding Dataset from Ruo Zhi Ba. - Ruiqi He; Yushu He; Longju Bai; Jiarui Liu 004; Zhenjie Sun; Zenghao Tang; He Wang; Hanchen Xia; Naihao Deng (CoRR, 2024)

Chumor 2.0: Towards Benchmarking Chinese Humor Understanding. - Ruiqi He; Yushu He; Longju Bai; Jiarui Liu 004; Zhenjie Sun; Zenghao Tang; He Wang; Hanchen Xia; Rada Mihalcea; Naihao Deng (CoRR, 2024)

CliniDial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation. - Naihao Deng; Kapotaksha Das; Rada Mihalcea; Vitaliy Popov; Mohamed Abouelenien (ACL (Findings), 2025)

Rethinking Table Instruction Tuning. - Naihao Deng; Rada Mihalcea (ACL (Findings), 2025)

Chumor 2.0: Towards Better Benchmarking Chinese Humor Understanding from (Ruo Zhi Ba). - Ruiqi He; Yushu He; Longju Bai; Jiarui Liu 004; Zhenjie Sun; Zenghao Tang; He Wang; Hanchen Xia; Rada Mihalcea; Naihao Deng (ACL (Findings), 2025)

Table as Thought: Exploring Structured Thoughts in LLM Reasoning. - Zhenjie Sun; Naihao Deng; Haofei Yu; Jiaxuan You (CoRR, 2025)

Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models. - Naihao Deng; Sheng Zhang 029; Henghui Zhu; Shuaichen Chang; Jiani Zhang 003; Alexander Hanbo Li; Chung-Wei Hang; Hideo Kobayashi; Yiqun Hu; Patrick Ng (CoRR, 2025)

Are Human Interactions Replicable by Generative Agents? A Case Study on Pronoun Usage in Hierarchical Interactions. - Naihao Deng; Rada Mihalcea (CoRR, 2025)