Naihao Deng
16 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Natural Language Processing
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large language model
(7)
table understanding
(2)
chain-of-thought prompting
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benchmark evaluation
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natural language interface
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instruction tuning
(2)
text classification
(1)
factual accuracy
(1)
natural language processing
(1)
personalized generation
(1)
mathematical reasoning
(1)
preference alignment
(1)
semantic parsing
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multimodal learning
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cognitive modeling
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sql generation
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language understanding
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visual question answering
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language model alignment
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Papers
SemEval-2026 Task 1: MWAHAHA, Models Write Automatic Humor And Humans Annotate
SemEval 2026
What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects
EACL 2026
Benchmarking and Improving LLM Robustness for Personalized Generation
EMNLP 2025
Chumor 2.0: Towards Better Benchmarking Chinese Humor Understanding from (Ruo Zhi Ba)
ACL 2025
CliniDial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation
ACL 2025
R3: βThis is My SQL, Are You With Me?β A Consensus-Based Multi-Agent System for Text-to-SQL Tasks
ACL 2025
Rethinking Table Instruction Tuning
ACL 2025
Tables as Thought: Exploring Structured Thoughts in LLM Reasoning
ACL 2025
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
COLING 2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs
ACL 2024
Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models
EMNLP 2023
Query Rewriting for Effective Misinformation Discovery
IJCNLP 2023
Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond
EMNLP 2023
You Are What You Annotate: Towards Better Models through Annotator Representations
EMNLP 2023
In-the-Wild Video Question Answering
COLING 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect
COLING 2022