Naihao Deng
Scholar

Naihao Deng

Google Scholar ID: 3_qUtH4AAAAJ
The University of Michigan, Ann Arbor
Natural Language Processing
Citations & Impact
All-time
Citations
369
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
18
list available
Contact
Resume (English only)
Academic Achievements
  • Sep 2025: Paper 'Domain Generalization: A Tale of Two ERMs' accepted to Reliable ML@NeurIPS 2025 and DeepMath 2025
  • Aug 2025: Paper 'Benchmarking and Improving LLM Robustness for Personalized Generation' accepted to EMNLP 2025 Findings
  • Jun 2025: Humor generation task proposal accepted to SemEval 2026; released TAMA models from 'Rethinking Table Instruction Tuning'
  • Apr 2025: Three papers accepted to ACL 2025 TRL; three papers accepted to ACL 2025 Findings
  • Jun 2024: Released Chumor 1.0: A Chinese humor understanding dataset
  • May 2024: Paper 'Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs' accepted to ACL 2024 Findings
  • Mar 2024: Paper 'Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models' accepted to LREC-COLING 2024; released 'SQL-CRAFT: Text-to-SQL through Interactive Refinement and Enhanced Reasoning'
  • Feb 2024: Released paper 'Tables as Images? Exploring the Strengths and Limitations of LLMs on Multimodal Representations of Tabular Data'
  • Oct 2023: Poster for 'You Are What You Annotate: Towards Better Models through Annotator Representations' won Best Responsible AI Award at 2023 UM AI Symposium; three papers accepted to EMNLP 2023 (1 main conference, 2 Findings)
  • Sep 2023: One paper accepted to IJCNLP-AACL 2023
  • Jun 2023: One paper accepted to ToM workshop at ICML 2023
  • Oct 2023: Passed PhD Preliminary Examination