Hierarchical Frequency Tagging Probe (HFTP): A Unified Approach to Investigate Syntactic Structure Representations in Large Language Models and the Human Brain

Jingmin An,Yilong Song,Ruolin Yang,Nai Ding,Lingxi Lu,Yuxuan Wang,Wei Wang,Chu Zhuang,Qian Wang,Fang Fang

提交: 2024-09-27更新: 2024-11-09

TL;DR

We introduce the Hierarchical Frequency Tagging Probe (HFTP), a method to explore and align syntactic processing representations in both large language models (LLMs) and the human brain.

摘要

关键词

Syntactic structure probeLarge language modelsstereo-electroencephalographySyntactic representation alignment

评审与讨论

编辑台拒稿- Submission Desk Rejected by Program Chairs

2024-11-09

直接拒稿原因

The paper reveals the author identities at line 245, where it references prior work as performed by the authors.