Disentangling Syntax and Semantics in the Brain with Deep Networks

2 March 2021

Charlotte Caucheteux

Papers citing "Disentangling Syntax and Semantics in the Brain with Deep Networks"

26 / 26 papers shown

Title
Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text Guangsheng Bao Lihua Rong Yanbin Zhao Qiji Zhou Yue Zhang 36 0 0 01 Mar 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 46 11 0 31 Dec 2024
A polar coordinate system represents syntax in large language models Pablo Diego-Simón Stéphane DÁscoli Emmanuel Chemla Yair Lakretz J. King LLMSV 65 0 0 07 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
Multilevel Interpretability Of Artificial Neural Networks: Leveraging Framework And Methods From Neuroscience Zhonghao He Jascha Achterberg Katie Collins Kevin K. Nejad Danyal Akarca ... Chole Li Kai J. Sandbrink Stephen Casper Anna Ivanova Grace W. Lindsay AI4CE 28 1 0 22 Aug 2024
Decoding Linguistic Representations of Human Brain Yu Wang Heyang Liu Yuhao Wang Chuan Xuan Yixuan Hou Sheng Feng Hongcheng Liu Yusheng Liao Yanfeng Wang AI4CE 31 1 0 30 Jul 2024
Investigating the Timescales of Language Processing with EEG and Language Models Davide Turco Conor J. Houghton 24 0 0 28 Jun 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 43 3 0 03 Jun 2024
fMRI predictors based on language models of increasing complexity recover brain left lateralization Laurent Bonnasse-Gahot Christophe Pallier 44 3 0 28 May 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
Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models using Minimal Pairs Linyang He Peili Chen Ercong Nie Yuanning Li Jonathan R. Brennan 13 5 0 26 Mar 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 24 5 0 20 Mar 2024
Contextual Feature Extraction Hierarchies Converge in Large Language Models and the Brain Gavin Mischler Yinghao Aaron Li Stephan Bickel A. Mehta N. Mesgarani 17 23 0 31 Jan 2024
Mapping Brains with Language Models: A Survey Antonia Karamolegkou Mostafa Abdou Anders Søgaard 11 9 0 08 Jun 2023
Emergent Modularity in Pre-trained Transformers Zhengyan Zhang Zhiyuan Zeng Yankai Lin Chaojun Xiao Xiaozhi Wang Xu Han Zhiyuan Liu Ruobing Xie Maosong Sun Jie Zhou MoE 37 23 0 28 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 16 46 0 17 May 2023
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain Xu Liu Mengyue Zhou Gaosheng Shi Yu Du Lin Zhao Zihao Wu David Liu Tianming Liu Xintao Hu 23 10 0 27 Mar 2023
Information-Restricted Neural Language Models Reveal Different Brain Regions' Sensitivity to Semantics, Syntax and Context Alexandre Pasquiou Yair Lakretz B. Thirion Christophe Pallier 11 16 0 28 Feb 2023
Syntactic Structure Processing in the Brain while Listening S. Oota Mounika Marreddy Manish Gupta Raju S. Bapi 10 3 0 16 Feb 2023
Deep Learning Models to Study Sentence Comprehension in the Human Brain S. Arana Jacques Pesnot Lerousseau P. Hagoort 21 10 0 16 Jan 2023
MEG-MASC: a high-quality magneto-encephalography dataset for evaluating natural speech processing L. Gwilliams Graham Flick A. Marantz L. Pylkkänen David Poeppel J. King 19 6 0 26 Jul 2022
Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps Alexandre Pasquiou Yair Lakretz John T. Hale B. Thirion Christophe Pallier 27 35 0 07 Jul 2022
Toward a realistic model of speech processing in the brain with self-supervised learning Juliette Millet Charlotte Caucheteux Pierre Orhan Yves Boubenec Alexandre Gramfort Ewan Dunbar Christophe Pallier J. King 23 93 0 03 Jun 2022
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? S. Oota Jashn Arora Veeral Agarwal Mounika Marreddy Manish Gupta Raju Surampudi Bapi 20 38 0 03 May 2022
Connecting Neural Response measurements & Computational Models of language: a non-comprehensive guide Mostafa Abdou 19 7 0 10 Mar 2022
Long-range and hierarchical language predictions in brains and algorithms Charlotte Caucheteux Alexandre Gramfort J. King 12 22 0 28 Nov 2021