The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units

4 November 2024

Papers citing "The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units"

7 / 7 papers shown

Title
Polysemy of Synthetic Neurons Towards a New Type of Explanatory Categorical Vector Spaces Michael Pichat William Pogrund Paloma Pichat Judicael Poumay Armanouche Gasparian Samuel Demarchi Martin Corbet Alois Georgeon Michael Veillet-Guillem MILM 21 0 0 30 Apr 2025
Model Connectomes: A Generational Approach to Data-Efficient Language Models Klemen Kotar Greta Tuckute 49 0 0 29 Apr 2025
Bigram Subnetworks: Mapping to Next Tokens in Transformer Language Models Tyler A. Chang Benjamin Bergen 48 0 0 21 Apr 2025
Are formal and functional linguistic mechanisms dissociated in language models? Michael Hanna Sandro Pezzelle Yonatan Belinkov 45 0 0 14 Mar 2025
From Language to Cognition: How LLMs Outgrow the Human Language Network Badr AlKhamissi Greta Tuckute Yingtian Tang Taha Binhuraib Antoine Bosselut Martin Schrimpf ALM 111 1 0 03 Mar 2025
TopoLM: brain-like spatio-functional organization in a topographic language model Neil Rathi Johannes Mehrer Badr AlKhamissi Taha Binhuraib Nicholas M. Blauch Martin Schrimpf 27 3 0 15 Oct 2024
Unveiling Language Competence Neurons: A Psycholinguistic Approach to Model Interpretability Xufeng Duan Xinyu Zhou Bei Xiao Zhenguang G. Cai MILM 28 3 0 24 Sep 2024