| Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect N Deng, Y Chen, Y Zhang Proceedings of the 29th International Conference on Computational …, 2022 | 41 | 2022 |
| HI-TOM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models Y He, Y Wu, Y Jia, R Mihalcea, Y Chen, N Deng Findings of EMNLP 2023, 2023 | 36 | 2023 |
| Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models O Ignat, Z Jin, A Abzaliev, L Biester, S Castro, N Deng, X Gao, A Gunal, ... arXiv preprint arXiv:2305.12544, 2023 | 22* | 2023 |
| Analyzing the effects of annotator gender across NLP tasks L Biester, V Sharma, A Kazemi, N Deng, S Wilson, R Mihalcea Proceedings of the 1st Workshop on Perspectivist Approaches to NLP@ LREC2022 …, 2022 | 22 | 2022 |
| You Are What You Annotate: Towards Better Models through Annotator Representations N Deng, XF Zhang, S Liu, W Wu, L Wang, R Mihalcea Findings of EMNLP 2023, 2023 | 20 | 2023 |
| WildQA: In-the-wild video question answering S Castro, N Deng, P Huang, M Burzo, R Mihalcea arXiv preprint arXiv:2209.06650, 2022 | 18 | 2022 |
| Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs N Deng, Z Sun, R He, A Sikka, Y Chen, L Ma, Y Zhang, R Mihalcea ACL 2024 Findings, 2024 | 17* | 2024 |
| Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond S Liu, N Deng, S Sabour, Y Jia, M Huang, R Mihalcea Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023 | 8 | 2023 |
| The cross-lingual conversation summarization challenge Y Chen, M Zhong, X Bai, N Deng, J Li, X Zhu, Y Zhang arXiv preprint arXiv:2205.00379, 2022 | 8 | 2022 |
| R3: "This is My SQL, Are You With Me?" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks H Xia, F Jiang, N Deng, C Wang, G Zhao, R Mihalcea, Y Zhang arXiv preprint arXiv:2402.14851, 2024 | 5* | 2024 |
| DialogSum Challenge: Results of the Dialogue Summarization Shared Task Y Chen, N Deng, Y Liu, Y Zhang arXiv preprint arXiv:2208.03898, 2022 | 5 | 2022 |
| Query Rewriting for Effective Misinformation Discovery A Kazemi, A Abzaliev, N Deng, R Hou, SA Hale, V Pérez-Rosas, ... arXiv preprint arXiv:2210.07467, 2022 | 3* | 2022 |
| Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions N Deng, S Chang, P Shi, T Yu, R Zhang arXiv preprint arXiv:2109.13066, 2021 | 3 | 2021 |
| Chumor 1.0: A Truly Funny and Challenging Chinese Humor Understanding Dataset from Ruo Zhi Ba R He, Y He, L Bai, J Liu, Z Sun, Z Tang, H Wang, H Xia, N Deng arXiv preprint arXiv:2406.12754, 2024 | 1 | 2024 |
| EASE: An Easily-Customized Annotation System Powered by Efficiency Enhancement Mechanisms N Deng, Y Liu, M Chen, W Wu, S Liu, Y Chen, Y Zhang, R Mihalcea arXiv preprint arXiv:2305.14169, 2023 | 1 | 2023 |
| Are Human Interactions Replicable by Generative Agents? A Case Study on Pronoun Usage in Hierarchical Interactions N Deng, R Mihalcea arXiv preprint arXiv:2501.15283, 2025 | | 2025 |
| Rethinking Table Instruction Tuning N Deng, R Mihalcea arXiv preprint arXiv:2501.14693, 2025 | | 2025 |
| Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models N Deng, S Zhang, H Zhu, S Chang, J Zhang, AH Li, CW Hang, ... arXiv preprint arXiv:2501.14717, 2025 | | 2025 |
| Table as Thought: Exploring Structured Thoughts in LLM Reasoning Z Sun, N Deng, H Yu, J You arXiv preprint arXiv:2501.02152, 2025 | | 2025 |
| Chumor 2.0: Towards Benchmarking Chinese Humor Understanding R He, Y He, L Bai, J Liu, Z Sun, Z Tang, H Wang, H Xia, R Mihalcea, ... arXiv preprint arXiv:2412.17729, 2024 | | 2024 |
Rada MihalceaProfessor of Computer Science, University of MichiganVerified email at umich.edu
