← Search

Zhenmin Weng

2 accepted papers

2025

Let’s Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models

ACL 2025finding

While Chain of Thought (CoT) prompting approaches have significantly consolidated the reasoning capabilities of large language models (LLMs), they still face limitations that require extensive human effort or have performance needs to be improved. Existing endeavors have focused on bridging these ga…

Cited by 0SourcePDFScholar
2024

Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis

EMNLP 2024finding

In recent years, the rapid increase in scientific papers has overwhelmed traditional review mechanisms, resulting in varying quality of publications. Although existing methods have explored the capabilities of Large Language Models (LLMs) for automated scientific reviewing, their generated contents…