Naihao Deng
16 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(22)
π€
Dynamic Duo
(13)
β‘
Prolific Year
(6)
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Century Club
(15)
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Trend Setter
ποΈ
Keyword Collector
(72)
π₯
Unstoppable
(5)
β
The Questioner
(2)
Conferences
ACL (6)
EMNLP (4)
COLING (3)
AACL (1)
EACL (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
large language model
(7)
table understanding
(2)
instruction tuning
(2)
benchmark evaluation
(2)
chain-of-thought prompting
(2)
natural language interface
(2)
hyperparameter optimization
(1)
text classification
(1)
transfer learning
(1)
factual accuracy
(1)
preference alignment
(1)
semantic parsing
(1)
multimodal learning
(1)
video understanding
(1)
personalized generation
(1)
natural language processing
(1)
sql generation
(1)
mathematical reasoning
(1)
label noise
(1)
language understanding
(1)
Papers
What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects
EACL 2026
Rethinking Table Instruction Tuning
ACL 2025
CliniDial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation
ACL 2025
Chumor 2.0: Towards Better Benchmarking Chinese Humor Understanding from (Ruo Zhi Ba)
ACL 2025
Tables as Thought: Exploring Structured Thoughts in LLM Reasoning
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
Benchmarking and Improving LLM Robustness for Personalized Generation
EMNLP 2025
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs
ACL 2024
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
COLING 2024
Query Rewriting for Effective Misinformation Discovery
AACL 2023
Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond
EMNLP 2023
Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models
EMNLP 2023
You Are What You Annotate: Towards Better Models through Annotator Representations
EMNLP 2023
Query Rewriting for Effective Misinformation Discovery
IJCNLP 2023
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect
COLING 2022
In-the-Wild Video Question Answering
COLING 2022