Training language models to summarize narratives improves brain alignment

21 December 2022

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

17 / 17 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
Inducing Human-like Biases in Moral Reasoning Language Models Artem Karpov Seong Hah Cho Austin Meek Raymond Koopmanschap Lucy Farnik Bogdan-Ionut Cirstea LRM 74 0 0 23 Nov 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Yuhui Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 53 6 0 28 Oct 2024
Improving Semantic Understanding in Speech Language Models via Brain-tuning Omer Moussa Dietrich Klakow Mariya Toneva 52 4 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
What Are Large Language Models Mapping to in the Brain? A Case Against Over-Reliance on Brain Scores Ebrahim Feghhi Nima Hadidi Bryan Song I. Blank Jonathan C. Kao 48 3 0 03 Jun 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 34 5 0 20 Mar 2024
Instruction-tuning Aligns LLMs to the Human Brain Khai Loong Aw Syrielle Montariol Badr AlKhamissi Martin Schrimpf Antoine Bosselut 33 18 0 01 Dec 2023
Divergences between Language Models and Human Brains Yuchen Zhou Emmy Liu Graham Neubig Michael J. Tarr Leila Wehbe 35 1 0 15 Nov 2023
Speech language models lack important brain-relevant semantics S. Oota Emin cCelik Fatma Deniz Mariya Toneva 19 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 64 74 0 18 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 30 55 0 19 May 2023
Joint processing of linguistic properties in brains and language models S. Oota Manish Gupta Mariya Toneva 19 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 285 2,015 0 28 Jul 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 220 188 0 03 May 2020