Naihao Deng

According to our database, Naihao Deng authored at least 17 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

CoRR, 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, Lin Ma, Yue Zhang, Rada Mihalcea

CoRR, 2024

2023

Enhancing Long-form Text Generation Efficacy with Task-adaptive Tokenization.

Siyang Liu, Naihao Deng, Sahand Sabour, Yilin Jia, Minlie Huang, Rada Mihalcea

CoRR, 2023

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

CoRR, 2023

A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models.

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

CoRR, 2023

Query Rewriting for Effective Misinformation Discovery.

Ashkan Kazemi, Artem Abzaliev, Naihao Deng, Rui Hou, Scott A. Hale, Verónica Pérez-Rosas, Rada Mihalcea

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, 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

You Are What You Annotate: Towards Better Models through Annotator Representations.

Naihao Deng, Xinliang Frederick Zhang, Siyang Liu, Winston Wu, Lu Wang, Rada Mihalcea

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond.

Siyang Liu, Naihao Deng, Sahand Sabour, Yilin Jia, Minlie Huang, Rada Mihalcea

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

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

CoRR, 2022

WildQA: In-the-Wild Video Question Answering.

Santiago Castro, Naihao Deng, Pingxuan Huang, Mihai Burzo, Rada Mihalcea

CoRR, 2022

DialogSum Challenge: Results of the Dialogue Summarization Shared Task.

Yulong Chen, Naihao Deng, Yang Liu, Yue Zhang

CoRR, 2022

The Cross-lingual Conversation Summarization Challenge.

Yulong Chen, Ming Zhong, Xuefeng Bai, Naihao Deng, Jing Li, Xianchao Zhu, Yue Zhang

CoRR, 2022

Analyzing the Effects of Annotator Gender across NLP Tasks.

Laura Biester, Vanita Sharma, Ashkan Kazemi, Naihao Deng, Steven R. Wilson, Rada Mihalcea

Proceedings of the 1st Workshop on Perspectivist Approaches to NLPerspectives@LREC 2022, 2022

Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect.

Naihao Deng, Yulong Chen, Yue Zhang

Proceedings of the 29th International Conference on Computational Linguistics, 2022

In-the-Wild Video Question Answering.

Santiago Castro, Naihao Deng, Pingxuan Huang, Mihai Burzo, Rada Mihalcea

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions.

Naihao Deng, Shuaichen Chang, Peng Shi, Tao Yu, Rui Zhang

CoRR, 2021