Training language models to summarize narratives improves brain alignment

21 December 2022

Papers citing "Training language models to summarize narratives improves brain alignment"

10 / 10 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
Improving Semantic Understanding in Speech Language Models via Brain-tuning Omer Moussa Dietrich Klakow Mariya Toneva 44 3 0 11 Oct 2024
Large Language Models and Cognitive Science: A Comprehensive Review of Similarities, Differences, and Challenges Qian Niu Junyu Liu Ziqian Bi Pohsun Feng Benji Peng ... Ming Li Lawrence KQ Yan Yichao Zhang Caitlyn Heqi Yin Cheng Fei 42 13 0 04 Sep 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
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
Joint processing of linguistic properties in brains and language models S. Oota Manish Gupta Mariya Toneva 11 26 0 15 Dec 2022
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 274 2,013 0 28 Jul 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 220 188 0 03 May 2020