Joint processing of linguistic properties in brains and language models

15 December 2022

Papers citing "Joint processing of linguistic properties in brains and language models"

19 / 19 papers shown

Title
Triple Phase Transitions: Understanding the Learning Dynamics of Large Language Models from a Neuroscience Perspective Yuko Nakagi Keigo Tada Sota Yoshino Shinji Nishimoto Yu Takagi LRM 37 0 0 28 Feb 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
Interpretable Language Modeling via Induction-head Ngram Models Eunji Kim Sriya Mantena Weiwei Yang Chandan Singh Sungroh Yoon Jianfeng Gao 49 0 0 31 Oct 2024
Brain-like Functional Organization within Large Language Models Haiyang Sun Lin Zhao Zihao Wu Xiaohui Gao Yutao Hu Mengfei Zuo W. Zhang Junwei Han Tianming Liu X. Hu 29 0 0 25 Oct 2024
Improving Semantic Understanding in Speech Language Models via Brain-tuning Omer Moussa Dietrich Klakow Mariya Toneva 44 3 0 11 Oct 2024
Generative causal testing to bridge data-driven models and scientific theories in language neuroscience Richard Antonello Chandan Singh Shailee Jain Aliyah R. Hsu Jianfeng Gao Jianfeng Gao Alexander G. Huth Alexander Huth 24 1 0 01 Oct 2024
Evidence from fMRI Supports a Two-Phase Abstraction Process in Language Models Emily Cheng Richard Antonello 74 4 0 09 Sep 2024
Crafting Interpretable Embeddings by Asking LLMs Questions Vinamra Benara Chandan Singh John X. Morris Richard Antonello Ion Stoica Alexander G. Huth Jianfeng Gao 24 5 0 26 May 2024
Computational Models to Study Language Processing in the Human Brain: A Survey Shaonan Wang Jingyuan Sun Yunhao Zhang Nan Lin Marie-Francine Moens Chengqing Zong 31 5 0 20 Mar 2024
Divergences between Language Models and Human Brains Yuchen Zhou Emmy Liu Graham Neubig Michael J. Tarr Leila Wehbe 32 1 0 15 Nov 2023
Speech language models lack important brain-relevant semantics S. Oota Emin cCelik Fatma Deniz Mariya Toneva 14 5 0 08 Nov 2023
Getting aligned on representational alignment Ilia Sucholutsky Lukas Muttenthaler Adrian Weller Andi Peng Andreea Bobu ... Thomas Unterthiner Andrew Kyle Lampinen Klaus-Robert Muller M. Toneva Thomas L. Griffiths 58 74 0 18 Oct 2023
Multimodality and Attention Increase Alignment in Natural Language Prediction Between Humans and Computational Models V. Kewenig Andrew Lampinen Samuel A. Nastase Christopher Edwards Quitterie Lacome DEstalenx Akilles Rechardt Jeremy I. Skipper G. Vigliocco 22 3 0 11 Aug 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
ROSE: A Neurocomputational Architecture for Syntax Elliot Murphy 10 9 0 15 Mar 2023
Syntactic Structure Processing in the Brain while Listening S. Oota Mounika Marreddy Manish Gupta Raju S. Bapi 18 3 0 16 Feb 2023
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 882 0 03 May 2018