Lizhen Qu

Department of Data Science and Artificial Intelligence (DSAI), Monash University www.ukp.tu-darmstadt.de

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Natural Language Processing (2)RLHF & Preference Learning (1)Scalable Oversight & Alignment Theory (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Sheng Lu (1)Iryna Gurevych (1)Fanyu Wang (1)Xiaoxi Kang (1)

Papers (2)

Jun 22, 2026

3w ago·also TU Darmstadt

Judgment-Grounded Expansion for Peer Review Generation

Human evaluative claims can significantly enhance the quality of AI-generated peer reviews, striking a crucial balance between automation and accountability.

Sheng Lu, Lizhen Qu, Iryna Gurevych

Natural Language Processing RLHF & Preference Learning Scalable Oversight & Alignment Theory

Apr 21, 2026

Apr 21, 2026·also Department of Computer Science and Engineering, Faculty of Law, IIT Delhi, School of Business +1

LePREC: Reasoning as Classification over Structured Factors for Assessing Relevance of Legal Issues

LLMs struggle to identify relevant legal issues with high precision, but a neuro-symbolic approach using sparse linear models over LLM-generated analytical factors can boost performance by 30-40%.

Fanyu Wang, Xiaoxi Kang, Paul Burgess +6

Eval Frameworks & Benchmarks Natural Language Processing Reasoning & Chain-of-Thought

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Lizhen Qu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)