Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?

3 May 2022

Papers citing "Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?"

21 / 21 papers shown

Title
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 52 4 0 11 Oct 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
Navigating Brain Language Representations: A Comparative Analysis of Neural Language Models and Psychologically Plausible Models Yunhao Zhang Shaonan Wang Xinyi Dong Jiajun Yu Chengqing Zong 35 1 0 30 Apr 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
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 35 65 0 04 Jan 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
Ensemble of Task-Specific Language Models for Brain Encoding Arvindh Arun Jerrin John Sanjai Kumaran 9 0 0 24 Oct 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
Tuning In to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of Language Jingyuan Sun Xiaohan Zhang Marie-Francine Moens 51 4 0 05 Oct 2023
Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? Jingyuan Sun Marie-Francine Moens AAML 21 9 0 03 Oct 2023
Evaluating the structure of cognitive tasks with transfer learning Bruno Aristimunha Raphael Y. de Camargo W. H. L. Pinaya Sylvain Chevallier Alexandre Gramfort Cédric Rommel 35 4 0 28 Jul 2023
Mapping Brains with Language Models: A Survey Antonia Karamolegkou Mostafa Abdou Anders Søgaard 16 9 0 08 Jun 2023
Syntactic Structure Processing in the Brain while Listening S. Oota Mounika Marreddy Manish Gupta Raju S. Bapi 23 3 0 16 Feb 2023
Training language models to summarize narratives improves brain alignment Khai Loong Aw Mariya Toneva 38 24 0 21 Dec 2022
Joint processing of linguistic properties in brains and language models S. Oota Manish Gupta Mariya Toneva 19 26 0 15 Dec 2022
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features Changde Du Kaicheng Fu Jinpeng Li Huiguang He VLM 45 68 0 13 Oct 2022
Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects Charlotte Caucheteux Alexandre Gramfort J. King 42 32 0 12 Oct 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018