Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)

28 May 2019

Papers citing "Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)"

50 / 84 papers shown

Title
Model Connectomes: A Generational Approach to Data-Efficient Language Models Klemen Kotar Greta Tuckute 49 0 0 29 Apr 2025
AAD-LLM: Neural Attention-Driven Auditory Scene Understanding Xilin Jiang Sukru Samet Dindar Vishal B. Choudhari Stephan Bickel A. Mehta Guy M McKhann A. Flinker D. Friedman N. Mesgarani 32 2 0 24 Feb 2025
Large Language Models Are Human-Like Internally Tatsuki Kuribayashi Yohei Oseki Souhaib Ben Taieb Kentaro Inui Timothy Baldwin 67 4 0 03 Feb 2025
On Creating A Brain-To-Text Decoder Zenon Lamprou Yashar Moshfeghi 36 0 0 10 Jan 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
Analyzing the Attention Heads for Pronoun Disambiguation in Context-aware Machine Translation Models Paweł Mąka Yusuf Can Semerci Jan Scholtes Gerasimos Spanakis 74 0 0 15 Dec 2024
Can Transformers Smell Like Humans? Farzaneh Taleb Miguel Vasco Antônio H. Ribeiro Marten Bjorkman Danica Kragic AI4CE ViT 35 0 0 05 Nov 2024
Reverse-Engineering the Reader Samuel Kiegeland Ethan Gotlieb Wilcox Afra Amini David Robert Reich Ryan Cotterell 18 0 0 16 Oct 2024
On the Role of Activation Functions in EEG-To-Text Decoder Zenon Lamprou Iakovos Tenedios Yashar Moshfeghi 18 1 0 16 Oct 2024
Improving Semantic Understanding in Speech Language Models via Brain-tuning Omer Moussa Dietrich Klakow Mariya Toneva 44 3 0 11 Oct 2024
Generative causal testing to bridge data-driven models and scientific theories in language neuroscience Richard Antonello Chandan Singh Shailee Jain Aliyah R. Hsu Jianfeng Gao Jianfeng Gao Alexander G. Huth Alexander Huth 21 1 0 01 Oct 2024
Modelando procesos cognitivos de la lectura natural con GPT-2 Bruno Bianchi Alfredo Umfurer Juan Esteban Kamienkowski 26 0 0 30 Sep 2024
Brain-Like Language Processing via a Shallow Untrained Multihead Attention Network Badr AlKhamissi Greta Tuckute Antoine Bosselut Martin Schrimpf 71 6 0 21 Jun 2024
Refining Self-Supervised Learnt Speech Representation using Brain Activations Hengyu Li Kangdi Mei Zhaoci Liu Yang Ai Liping Chen Jie Zhang Zhenhua Ling SSL 19 1 0 12 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
How Many Bytes Can You Take Out Of Brain-To-Text Decoding? Richard Antonello Nihita Sarma Jerry Tang Jiaru Song Alexander G. Huth 30 1 0 22 May 2024
Interpretable Modeling of Deep Reinforcement Learning Driven Scheduling Boyang Li Zhiling Lan M. Papka OffRL 16 0 0 24 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 29 5 0 20 Mar 2024
Decoding Continuous Character-based Language from Non-invasive Brain Recordings Cenyuan Zhang Xiaoqing Zheng Ruicheng Yin Shujie Geng Jianhan Xu ... Changze Lv Zixuan Ling Xuanjing Huang Miao Cao Jianfeng Feng 33 0 0 17 Mar 2024
Do Large Language Models Mirror Cognitive Language Processing? Yuqi Ren Renren Jin Tongxuan Zhang Deyi Xiong 42 4 0 28 Feb 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
Instruction-tuning Aligns LLMs to the Human Brain Khai Loong Aw Syrielle Montariol Badr AlKhamissi Martin Schrimpf Antoine Bosselut 28 18 0 01 Dec 2023
Causal Graph in Language Model Rediscovers Cortical Hierarchy in Human Narrative Processing Zhengqi He Taro Toyoizumi MILM 19 0 0 17 Nov 2023
Language Generation from Brain Recordings Ziyi Ye Qingyao Ai Yiqun Liu Maarten de Rijke Min Zhang Christina Lioma Tuukka Ruotsalo 24 0 0 16 Nov 2023
Divergences between Language Models and Human Brains Yuchen Zhou Emmy Liu Graham Neubig Michael J. Tarr Leila Wehbe 27 1 0 15 Nov 2023
Vision-Language Integration in Multimodal Video Transformers (Partially) Aligns with the Brain Dota Tianai Dong Mariya Toneva 19 3 0 13 Nov 2023
Speech language models lack important brain-relevant semantics S. Oota Emin cCelik Fatma Deniz Mariya Toneva 9 5 0 08 Nov 2023
Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language Eghbal A. Hosseini Evelina Fedorenko LLMSV 20 4 0 05 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 56 74 0 18 Oct 2023
Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning Chong Li Shaonan Wang Yunhao Zhang Jiajun Zhang Chengqing Zong 27 4 0 16 Oct 2023
The Temporal Structure of Language Processing in the Human Brain Corresponds to The Layered Hierarchy of Deep Language Models Ariel Goldstein Eric Ham Mariano Schain Samuel A. Nastase Zaid Zada ... Avinatan Hassidim O. Devinsky A. Flinker Omer Levy Uri Hasson AI4CE 15 10 0 11 Oct 2023
Semantic reconstruction of continuous language from MEG signals Bo Wang Xiran Xu Longxiang Zhang Boda Xiao Xihong Wu J. Chen 21 2 0 14 Sep 2023
Mapping Brains with Language Models: A Survey Antonia Karamolegkou Mostafa Abdou Anders Søgaard 11 9 0 08 Jun 2023
Language acquisition: do children and language models follow similar learning stages? Linnea Evanson Yair Lakretz J. King 19 26 0 06 Jun 2023
Structural Similarities Between Language Models and Neural Response Measurements Jiaang Li Antonia Karamolegkou Yova Kementchedjhieva Mostafa Abdou Sune Lehmann Anders Søgaard 12 4 0 02 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
Brain encoding models based on multimodal transformers can transfer across language and vision Jerry Tang Meng Du Vy A. Vo Vasudev Lal Alexander G. Huth 18 29 0 20 May 2023
Scaling laws for language encoding models in fMRI Richard Antonello Aditya R. Vaidya Alexander G. Huth MedIm 22 55 0 19 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 21 46 0 17 May 2023
Bridging Natural Language Processing and Psycholinguistics: computationally grounded semantic similarity datasets for Basque and Spanish J. Goikoetxea M. Arantzeta I. S. Martín 19 0 0 19 Apr 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 25 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
Do Vision and Language Models Share Concepts? A Vector Space Alignment Study Jiaang Li Yova Kementchedjhieva Constanza Fierro Anders Søgaard VLM 22 9 0 13 Feb 2023
Quantifying Context Mixing in Transformers Hosein Mohebbi Willem H. Zuidema Grzegorz Chrupała A. Alishahi 164 24 0 30 Jan 2023
Large language models can segment narrative events similarly to humans Sebastian Michelmann Manoj Kumar K. A. Norman Mariya Toneva 24 15 0 24 Jan 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
The Algonauts Project 2023 Challenge: How the Human Brain Makes Sense of Natural Scenes A. T. Gifford B. Lahner Sari Saba-Sadiya M. G. Vilas A. Lascelles A. Oliva K. Kay Gemma Roig Radoslaw Martin Cichy AI4CE 8 35 0 09 Jan 2023
Training language models to summarize narratives improves brain alignment Khai Loong Aw Mariya Toneva 22 24 0 21 Dec 2022