Inducing brain-relevant bias in natural language processing models

29 October 2019

Papers citing "Inducing brain-relevant bias in natural language processing models"

43 / 43 papers shown

Title
Using Graph Convolutional Networks to Address fMRI Small Data Problems Thomas Screven Andras Necz J. Smucny Ian Davidson GNN MedIm 55 1 0 19 Feb 2025
On Creating A Brain-To-Text Decoder Zenon Lamprou Yashar Moshfeghi 80 0 0 10 Jan 2025
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) Subba Reddy Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 140 15 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 94 0 0 23 Nov 2024
Modeling the Human Visual System: Comparative Insights from Response-Optimized and Task-Optimized Vision Models, Language Models, and different Readout Mechanisms Shreya Saha Ishaan Chadha Meenakshi khosla 80 1 0 17 Oct 2024
Improving Semantic Understanding in Speech Language Models via Brain-tuning Omer Moussa Dietrich Klakow Mariya Toneva 105 8 0 11 Oct 2024
Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models Zeman Li Xinwei Zhang Peilin Zhong Yuan Deng Meisam Razaviyayn Vahab Mirrokni 114 5 0 09 Oct 2024
Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG Manshan Guo Bhavin Choksi Sari Saba-Sadiya A. T. Gifford Martina G. Vilas Radoslaw Martin Cichy Gemma Roig AAML 66 0 0 05 Sep 2024
NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework Shuangchen Zhao Changde Du Hui Li Huiguang He 70 0 0 27 Aug 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 87 1 0 12 Jun 2024
Instruction-tuning Aligns LLMs to the Human Brain Khai Loong Aw Syrielle Montariol Badr AlKhamissi Martin Schrimpf Antoine Bosselut 149 22 0 01 Dec 2023
Causal Graph in Language Model Rediscovers Cortical Hierarchy in Human Narrative Processing Zhengqi He Taro Toyoizumi MILM 57 0 0 17 Nov 2023
Divergences between Language Models and Human Brains Yuchen Zhou Emmy Liu Graham Neubig Michael J. Tarr Leila Wehbe 131 3 0 15 Nov 2023
Speech language models lack important brain-relevant semantics Subba Reddy Oota Emin cCelik Fatma Deniz Mariya Toneva 67 11 0 08 Nov 2023
Decoding Stumpers: Large Language Models vs. Human Problem-Solvers Alon Goldstein Miriam Havin Roi Reichart Ariel Goldstein LRM ReLM 37 4 0 25 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 154 91 0 18 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 60 10 0 11 Oct 2023
Mapping Brains with Language Models: A Survey Antonia Karamolegkou Mostafa Abdou Anders Søgaard 57 10 0 08 Jun 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 77 11 0 27 Mar 2023
Training language models to summarize narratives improves brain alignment Khai Loong Aw Mariya Toneva 96 28 0 21 Dec 2022
Joint processing of linguistic properties in brains and language models Subba Reddy Oota Manish Gupta Mariya Toneva 78 31 0 15 Dec 2022
Language models and brain alignment: beyond word-level semantics and prediction Gabriele Merlin Mariya Toneva 35 22 0 01 Dec 2022
Net2Brain: A Toolbox to compare artificial vision models with human brain responses Domenic Bersch Kshitij Dwivedi Martina Vilas Radoslaw Martin Cichy Gemma Roig 72 5 0 20 Aug 2022
Can Brain Signals Reveal Inner Alignment with Human Languages? William Jongwon Han Jielin Qiu Jiacheng Zhu Mengdi Xu Douglas Weber Yue Liu Ding Zhao 119 13 0 10 Aug 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 112 98 0 03 Jun 2022
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? Subba Reddy Oota Jashn Arora Veeral Agarwal Mounika Marreddy Manish Gupta Raju Surampudi Bapi 61 45 0 03 May 2022
Visio-Linguistic Brain Encoding Subba Reddy Oota Jashn Arora Vijay Rowtula Manish Gupta R. Bapi AI4CE 48 18 0 18 Apr 2022
Cross-view Brain Decoding Subba Reddy Oota Jashn Arora Manish Gupta R. Bapi 48 1 0 18 Apr 2022
Connecting Neural Response measurements & Computational Models of language: a non-comprehensive guide Mostafa Abdou 74 8 0 10 Mar 2022
Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research Ross Gruetzemacher D. Paradice 78 35 0 18 Oct 2021
Decoding EEG Brain Activity for Multi-Modal Natural Language Processing Nora Hollenstein Cédric Renggli B. Glaus Maria Barrett M. Troendle N. Langer Ce Zhang 121 35 0 17 Feb 2021
Does injecting linguistic structure into language models lead to better alignment with brain recordings? Mostafa Abdou Ana Valeria González Mariya Toneva Daniel Hershcovich Anders Søgaard 67 15 0 29 Jan 2021
Brain2Word: Decoding Brain Activity for Language Generation Nicolas Affolter Béni Egressy Damian Pascual Roger Wattenhofer 103 24 0 10 Sep 2020
Human brain activity for machine attention Lukas Muttenthaler Nora Hollenstein Maria Barrett 80 14 0 09 Jun 2020
Data-driven models and computational tools for neurolinguistics: a language technology perspective Ekaterina Artemova Amir Bakarov A. Artemov Evgeny Burnaev M. Sharaev 46 4 0 23 Mar 2020
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping Jesse Dodge Gabriel Ilharco Roy Schwartz Ali Farhadi Hannaneh Hajishirzi Noah A. Smith 103 598 0 15 Feb 2020
ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation Nora Hollenstein M. Troendle Ce Zhang N. Langer 98 90 0 02 Dec 2019
What Does BERT Look At? An Analysis of BERT's Attention Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning MILM 269 1,609 0 11 Jun 2019
Understanding language-elicited EEG data by predicting it from a fine-tuned language model Dan Schwartz Tom Michael Mitchell 67 22 0 02 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.9K 95,531 0 11 Oct 2018
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 1.2K 7,210 0 20 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 930 133,201 0 12 Jun 2017
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu Ryan Kiros R. Zemel Ruslan Salakhutdinov R. Urtasun Antonio Torralba Sanja Fidler 157 2,557 0 22 Jun 2015