Naihao Deng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 23

Top Topics

Textual Entailment Recognition

Top Venues

EMNLP (Findings)

Publications

Hanchen Xia, Feng Jiang, Naihao Deng, Cunxiang Wang, Guojiang Zhao, Rada Mihalcea, Yue Zhang
SQL-CRAFT: Text-to-SQL through Interactive Refinement and Enhanced Reasoning. CoRR (2024)
Naihao Deng, Zhenjie Sun, Ruiqi He, Aman Sikka, Yulong Chen, Lin Ma, Yue Zhang, Rada Mihalcea
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs. ACL (Findings) (2024)
Ruiqi He, Yushu He, Longju Bai, Jiarui Liu, Zhenjie Sun, Zenghao Tang, He Wang, Hanchen Xia, Naihao Deng
Chumor 1.0: A Truly Funny and Challenging Chinese Humor Understanding Dataset from Ruo Zhi Ba. CoRR (2024)
Oana Ignat, Zhijing Jin, Artem Abzaliev, Laura Biester, Santiago Castro, Naihao Deng, Xinyi Gao, Aylin Gunal, Jacky He, Ashkan Kazemi, Muhammad Khalifa, Namho Koh, Andrew Lee, Siyang Liu, Do June Min, Shinka Mori, Joan Nwatu, Verónica Pérez-Rosas, Siqi Shen, Zekun Wang, Winston Wu, Rada Mihalcea
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models. LREC/COLING (2024)
Naihao Deng, Zhenjie Sun, Ruiqi He, Aman Sikka, Yulong Chen, Lin Ma, Yue Zhang, Rada Mihalcea
Tables as Images? Exploring the Strengths and Limitations of LLMs on Multimodal Representations of Tabular Data. CoRR (2024)
Yufan Wu, Yinghui He, Yilin Jia, Rada Mihalcea, Yulong Chen, Naihao Deng
Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models. EMNLP (Findings) (2023)
Siyang Liu, Naihao Deng, Sahand Sabour, Yilin Jia, Minlie Huang, Rada Mihalcea
Enhancing Long-form Text Generation Efficacy with Task-adaptive Tokenization. CoRR (2023)
Naihao Deng, Siyang Liu, Xinliang Frederick Zhang, Winston Wu, Lu Wang, Rada Mihalcea
You Are What You Annotate: Towards Better Models through Annotator Representations. CoRR (2023)
Naihao Deng, Xinliang Frederick Zhang, Siyang Liu, Winston Wu, Lu Wang, Rada Mihalcea
You Are What You Annotate: Towards Better Models through Annotator Representations. EMNLP (Findings) (2023)
Siyang Liu, Naihao Deng, Sahand Sabour, Yilin Jia, Minlie Huang, Rada Mihalcea
Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond. EMNLP (2023)
Yinghui He, Yufan Wu, Yilin Jia, Rada Mihalcea, Yulong Chen, Naihao Deng
HI-TOM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models. CoRR (2023)
Naihao Deng, Yikai Liu, Mingye Chen, Winston Wu, Siyang Liu, Yulong Chen, Yue Zhang, Rada Mihalcea
EASE: An Easily-Customized Annotation System Powered by Efficiency Enhancement Mechanisms. CoRR (2023)
Ashkan Kazemi, Artem Abzaliev, Naihao Deng, Rui Hou, Scott A. Hale, Verónica Pérez-Rosas, Rada Mihalcea
Query Rewriting for Effective Misinformation Discovery. IJCNLP (1) (2023)
Oana Ignat, Zhijing Jin, Artem Abzaliev, Laura Biester, Santiago Castro, Naihao Deng, Xinyi Gao, Aylin Gunal, Jacky He, Ashkan Kazemi, Muhammad Khalifa, Namho Koh, Andrew Lee, Siyang Liu, Do June Min, Shinka Mori, Joan Nwatu, Verónica Pérez-Rosas, Siqi Shen, Zekun Wang, Winston Wu, Rada Mihalcea
A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models. CoRR (2023)
Yulong Chen, Ming Zhong, Xuefeng Bai, Naihao Deng, Jing Li, Xianchao Zhu, Yue Zhang
The Cross-lingual Conversation Summarization Challenge. CoRR (2022)
Yulong Chen, Naihao Deng, Yang Liu, Yue Zhang
DialogSum Challenge: Results of the Dialogue Summarization Shared Task. CoRR (2022)
Laura Biester, Vanita Sharma, Ashkan Kazemi, Naihao Deng, Steven R. Wilson, Rada Mihalcea
Analyzing the Effects of Annotator Gender across NLP Tasks. NLPerspectives@LREC (2022)
Santiago Castro, Naihao Deng, Pingxuan Huang, Mihai Burzo, Rada Mihalcea
In-the-Wild Video Question Answering. COLING (2022)
Ashkan Kazemi, Artem Abzaliev, Naihao Deng, Rui Hou, Davis Liang, Scott A. Hale, Verónica Pérez-Rosas, Rada Mihalcea
Adaptable Claim Rewriting with Offline Reinforcement Learning for Effective Misinformation Discovery. CoRR (2022)
Naihao Deng, Yulong Chen, Yue Zhang
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect. CoRR (2022)
Naihao Deng, Yulong Chen, Yue Zhang
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect. COLING (2022)
Santiago Castro, Naihao Deng, Pingxuan Huang, Mihai Burzo, Rada Mihalcea
WildQA: In-the-Wild Video Question Answering. CoRR (2022)
Naihao Deng, Shuaichen Chang, Peng Shi, Tao Yu, Rui Zhang
Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions. CoRR (2021)