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Yiru Tang

2 accepted papers

2025

Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis

EMNLP 2025

Despite the impressive chain-of-thought(CoT) reasoning ability of large language models (LLMs), its underlying mechanisms remains unclear. In this paper, we explore the inner workings of LLM’s CoT ability via the lens of neurons in the feed-forward layers. We propose an efficient method to identify

Cited by 0SourcePDFScholar
2024

LLMBox: A Comprehensive Library for Large Language Models

ACL 2024system demonstrations

To facilitate the research on large language models (LLMs), this paper presents a comprehensive and unified library, LLMBox, to ease the development, use, and evaluation of LLMs. This library is featured with three main merits: (1) a unified data interface that supports the flexible implementation o…