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

Title
Brain-tuning Improves Generalizability and Efficiency of Brain Alignment in Speech Models Omer Moussa Mariya Toneva 68 0 0 24 Oct 2025
Neural Correlates of Language Models Are Specific to Human Language Iñigo Parra 93 0 0 03 Oct 2025
Language models align with brain regions that represent concepts across modalities Maria Ryskina Greta Tuckute Alexander Fung Ashley Malkin Evelina Fedorenko 72 2 0 15 Aug 2025
Instruction-Tuned Video-Audio Models Elucidate Functional Specialization in the Brain R. Mamidi Khushbu Pahwa Prachi Jindal Satya Sai Srinath Namburi Maneesh Singh Tanmoy Chakraborty Bapi S. Raju Subba Reddy Oota 121 0 0 09 Jun 2025
Multi-modal brain encoding models for multi-modal stimuliInternational Conference on Learning Representations (ICLR), 2025 R. Mamidi Khushbu Pahwa Mounika Marreddy Maneesh Singh Subba Reddy Oota Bapi S. Raju 140 8 0 26 May 2025
Correlating instruction-tuning (in multimodal models) with vision-language processing (in the brain)International Conference on Learning Representations (ICLR), 2025 R. Mamidi Akshett Rai Jindal Ishani Mondal Khushbu Pahwa Satya Sai Srinath Namburi Manish Shrivastava M. Singh Bapi S. Raju Subba Reddy Oota 169 4 0 26 May 2025
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) R. Mamidi Zijiao Chen Subba Reddy Oota R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 355 23 0 31 Dec 2024
Improving Semantic Understanding in Speech Language Models via Brain-tuningInternational Conference on Learning Representations (ICLR), 2024 Omer Moussa Dietrich Klakow Mariya Toneva 301 20 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 268 10 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 146 6 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 196 7 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 ... Xiaoyan Cai Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 418 120 0 04 Jan 2024
Instruction-tuning Aligns LLMs to the Human Brain Khai Loong Aw Syrielle Montariol Badr AlKhamissi Martin Schrimpf Antoine Bosselut 325 41 0 01 Dec 2023
Divergences between Language Models and Human Brains Yuchen Zhou Emmy Liu Graham Neubig Michael J. Tarr Leila Wehbe 271 5 0 15 Nov 2023
Speech language models lack important brain-relevant semantics R. Mamidi Emin cCelik Fatma Deniz Mariya Toneva 173 23 0 08 Nov 2023
Ensemble of Task-Specific Language Models for Brain Encoding Arvindh Arun Jerrin John Sanjai Kumaran 95 1 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 Griffiths 282 132 0 18 Oct 2023
Tuning In to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of LanguageEuropean Conference on Artificial Intelligence (ECAI), 2023 Jingyuan Sun Xiaohan Zhang Marie-Francine Moens 217 7 0 05 Oct 2023
Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations?International Joint Conference on Artificial Intelligence (IJCAI), 2023 Jingyuan Sun Marie-Francine Moens AAML 161 15 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 166 6 0 28 Jul 2023
Mapping Brains with Language Models: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Antonia Karamolegkou Mostafa Abdou Anders Søgaard 119 15 0 08 Jun 2023
Syntactic Structure Processing in the Brain while Listening R. Mamidi Mounika Marreddy Subba Reddy Oota Raju S. Bapi 131 4 0 16 Feb 2023
Training language models to summarize narratives improves brain alignmentInternational Conference on Learning Representations (ICLR), 2022 Khai Loong Aw Mariya Toneva 178 42 0 21 Dec 2022
Joint processing of linguistic properties in brains and language modelsNeural Information Processing Systems (NeurIPS), 2022 R. Mamidi Subba Reddy Oota Mariya Toneva 189 47 0 15 Dec 2022
Language models and brain alignment: beyond word-level semantics and predictionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Gabriele Merlin Mariya Toneva 103 25 0 01 Dec 2022
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic FeaturesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Changde Du Kaicheng Fu Jinpeng Li Huiguang He VLM 176 127 0 13 Oct 2022