Yinhong Liu

PhD student, University of Cambridge

Joined

September 2021

Names

Yinhong Liu (Preferred)

Emails

****@cam.ac.uk (Confirmed)

Personal Links

Career & Education History

PhD student

University of Cambridge (cam.ac.uk)

2021 – 2026

MS student

Computer Laboratory (cl.cam.ac.uk)

2020 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Nigel Collier

2021 – 2024

PhD Advisor

Ehsan Shareghi

2021 – 2024

Expertise

LLM-as-Judge

2023 – 2026

Natural Language Generation

2021 – 2026

Publications

Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models
Yinhong Liu, Zhijiang Guo, Tianya Liang, Ehsan Shareghi, Ivan Vulić, Nigel Collier
- ICML 2025 spotlightposter
- Readers: Everyone
Measuring, Evaluating and Improving Logical Consistency in Large Language Models
Yinhong Liu, Zhijiang Guo, Tianya Liang, Ehsan Shareghi, Ivan Vulić, Nigel Collier
- Submitted to ICLR 2025
- Readers: Everyone
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
Zhongshen Zeng, Yinhong Liu, Yingjia Wan, Jingyao Li, Pengguang Chen, Jianbo Dai, Yuxuan Yao, Rongwu Xu, Zehan Qi, Wanru Zhao, Linling Shen, Jianqiao Lu, Haochen Tan, Yukang Chen, Hao Zhang, Zhan Shi, Bailin Wang, Zhijiang Guo, Jiaya Jia
- NeurIPS 2024 poster
- Readers: Everyone
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
Yinhong Liu, Han Zhou, Zhijiang Guo, Ehsan Shareghi, Ivan Vulić, Anna Korhonen, Nigel Collier
- COLM
- Readers: Everyone
Aligning with Logic: Measuring, Evaluating and Improving Logical Consistency in Large Language Models
Yinhong Liu, Zhijiang Guo, Tianya Liang, Ehsan Shareghi, Ivan Vulic, Nigel Collier
- CoRR 2024
- Readers: Everyone
TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles
Yinhong Liu, Yimai Fang, David Vandyke, Nigel Collier
- CoRR 2024
- Readers: Everyone
Prompt Compression for Large Language Models: A Survey
Zongqian Li, Yinhong Liu, Yixuan Su, Nigel Collier
- CoRR 2024
- Readers: Everyone
Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence
Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
- NAACL (Short Papers) 2024
- Readers: Everyone
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
Yinhong Liu, Han Zhou, Zhijiang Guo, Ehsan Shareghi, Ivan Vulic, Anna Korhonen, Nigel Collier
- CoRR 2024
- Readers: Everyone

View all 20 publications

Co-Authors

View all 32 co-authors