Deng, Naihao

1. Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
   2023/05/21 by Oana Ignat, Ignat, Oana, Zhijing Jin +41 · 4 voices · 1 citation
   #cs.CL #cs.AI
2. Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect
   2022/08/22 by Naihao Deng, Deng, Naihao, Yulong Chen +3 · 8 citations
   Decision Sciences · Computer Science · #Data Quality and Management #Advanced Database Systems and Queries #Semantic Web and Ontologies
3. Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs
   2024/02/19 by Deng, Naihao, Sun, Zhenjie, He, Ruiqi +5 · 11 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. You Are What You Annotate: Towards Better Models through Annotator Representations
   2023/05/24 by Naihao Deng, Xinliang Frederick Zhang, Deng, Naihao +9 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. WildQA: In-the-Wild Video Question Answering
   2022/09/14 by Castro, Santiago, Deng, Naihao, Huang, Pingxuan +2 · 2 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. R³: "This is My SQL, Are You With Me?" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks
   2024/02/20 by Hanchen Xia, Xia, Hanchen, Feng Jiang +11 · 2 citations
   Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies
7. Rethinking Table Instruction Tuning
   2025/01/24 by Naihao Deng, Deng, Naihao, Rada Mihalcea +1 · 3 citations
   Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Experimental Learning in Engineering #FOS: Computer and information sciences #Multimedia Communication and Technology #Video Analysis and Summarization
8. Table as Thought: Exploring Structured Thoughts in LLM Reasoning
   2025/01/04 by Zhenjie Sun, Naihao Deng, Sun, Zhenjie +5 · 3 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. Query Rewriting for Effective Misinformation Discovery
   2022/10/14 by Kazemi, Ashkan, Abzaliev, Artem, Deng, Naihao +4 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. Chumor 2.0: Towards Benchmarking Chinese Humor Understanding
    2024/12/23 by Ruiqi He, He, Ruiqi, Yongchuan He +17 · 1 citation
    Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Shakespeare, Adaptation, and Literary Criticism
11. Chumor 1.0: A Truly Funny and Challenging Chinese Humor Understanding Dataset from Ruo Zhi Ba
    2024/06/18 by He, Ruiqi, He, Yushu, Bai, Longju +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
12. Are Human Interactions Replicable by Generative Agents? A Case Study on Pronoun Usage in Hierarchical Interactions
    2025/01/25 by Naihao Deng, Deng, Naihao, Rada Mihalcea +1 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
13. Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models
    2025/01/24 by Deng, Naihao, Zhang, Sheng, Zhu, Henghui +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences