Low-Dimensional Structure in the Space of Language Representations is
Reflected in Brain Responses

Low-Dimensional Structure in the Space of Language Representations is Reflected in Brain Responses

9 June 2021

Richard Antonello

Javier S. Turek

Alexander G. Huth

Papers citing "Low-Dimensional Structure in the Space of Language Representations is Reflected in Brain Responses"

12 / 12 papers shown

Title
Do Large Language Models know who did what to whom? Joseph M. Denning Xiaohan Bryor Snefjella Idan A. Blank 62 1 0 23 Apr 2025
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) S. Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 49 11 0 31 Dec 2024
Improving Semantic Understanding in Speech Language Models via Brain-tuning Omer Moussa Dietrich Klakow Mariya Toneva 44 3 0 11 Oct 2024
Latent Space Translation via Inverse Relative Projection Valentino Maiorca Luca Moschella Marco Fumero Francesco Locatello Emanuele Rodolà 34 1 0 21 Jun 2024
Do Vision and Language Encoders Represent the World Similarly? Mayug Maniparambil Raiymbek Akshulakov Y. A. D. Djilali Sanath Narayan M. Seddik K. Mangalam Noel E. O'Connor VLM 23 11 0 10 Jan 2024
The Temporal Structure of Language Processing in the Human Brain Corresponds to The Layered Hierarchy of Deep Language Models Ariel Goldstein Eric Ham Mariano Schain Samuel A. Nastase Zaid Zada ... Avinatan Hassidim O. Devinsky A. Flinker Omer Levy Uri Hasson AI4CE 15 10 0 11 Oct 2023
Mapping Brains with Language Models: A Survey Antonia Karamolegkou Mostafa Abdou Anders Søgaard 16 9 0 08 Jun 2023
Scaling laws for language encoding models in fMRI Richard Antonello Aditya R. Vaidya Alexander G. Huth MedIm 24 55 0 19 May 2023
Explaining black box text modules in natural language with language models Chandan Singh Aliyah R. Hsu Richard Antonello Shailee Jain Alexander G. Huth Bin-Xia Yu Jianfeng Gao MILM 26 46 0 17 May 2023
Deep Learning Models to Study Sentence Comprehension in the Human Brain S. Arana Jacques Pesnot Lerousseau P. Hagoort 21 10 0 16 Jan 2023
Self-supervised models of audio effectively explain human cortical responses to speech Aditya R. Vaidya Shailee Jain Alexander G. Huth 25 42 0 27 May 2022
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? S. Oota Jashn Arora Veeral Agarwal Mounika Marreddy Manish Gupta Raju Surampudi Bapi 25 38 0 03 May 2022