Zhenwen Liang

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authored 2 papers 2 months ago

CLUE: Non-parametric Verification from Experience via Hidden-State Clustering

Paper • 2510.01591 • Published Oct 2 • 26

Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

Paper • 2509.15194 • Published Sep 18 • 33

authored a paper 3 months ago

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Paper • 2508.19652 • Published Aug 27 • 84

authored a paper 6 months ago

DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning

Paper • 2505.23754 • Published May 29 • 15

authored a paper 7 months ago

MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation

Paper • 2505.10962 • Published May 16 • 8

authored a paper 10 months ago

MMVU: Measuring Expert-Level Multi-Discipline Video Understanding

Paper • 2501.12380 • Published Jan 21 • 85

authored a paper over 1 year ago

Learning Molecular Representation in a Cell

Paper • 2406.12056 • Published Jun 17, 2024 • 6

authored 3 papers almost 2 years ago

SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark

Paper • 2402.05138 • Published Feb 6, 2024 • 2

MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning

Paper • 2307.07951 • Published Jul 16, 2023

Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation

Paper • 2305.14386 • Published May 22, 2023

authored a paper over 2 years ago

What indeed can GPT models do in chemistry? A comprehensive benchmark on eight tasks

Paper • 2305.18365 • Published May 27, 2023 • 4