Jiahao Ying

About Me

I am third-year Ph.D. candidate at Singapore Management University. I am currently supervised by Yixin Cao and Qianru Sun. My research focuses on developing robust, fair, and effective methods for the automated evaluation and improvement of Large Language Models (LLMs).

Research Interests

• LLMs Evaluation:
  • Automated Evaluation Data Generation
  • Reliable Evaluator Development
• LLMs Improvement:
  • Adaptive Learning Strategies

News

• [May. 2025] Two papers are accepted to ACL 2025 Main Conference.
• [Apr. 2025] Our papaer “Revisiting LLM Evaluation through Mechanism Interpretability: A New Metric and Model Utility Law” is published.
• [Jan. 2025] One paper is accepted to NAACL Findings.
• [Oct. 2024] One paper is accepted to NeurIPS 2024 Dataset & Benchmark Track.
• [Oct. 2024] Two papers are accepted to EMNLP 2024 Findings.
• [Jun. 2024] Two papers are accepted to ACL 2024 (One Main Conference and one Findings).
• [Oct. 2023] One paper is accepted to NeurIPS 2023 Dataset & Benchmark Track.

Publications

Services

Conference Reviewers

• Association for Computational Linguistics (ACL) 2023, 2024, 2025
• Empirical Methods in Natural Language Processing (EMNLP) 2023, 2024
• International Conference on Learning Representations (ICLR) 2024, 2025
• Conference on Language Modeling (COLM) 2024

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