Inducing brain-relevant bias in natural language processing models

29 October 2019

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

15 / 15 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
Refining Self-Supervised Learnt Speech Representation using Brain Activations Hengyu Li Kangdi Mei Zhaoci Liu Yang Ai Liping Chen Jie Zhang Zhenhua Ling SSL 29 1 0 12 Jun 2024
Causal Graph in Language Model Rediscovers Cortical Hierarchy in Human Narrative Processing Zhengqi He Taro Toyoizumi MILM 27 0 0 17 Nov 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
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 18 10 0 11 Oct 2023
Mapping Brains with Language Models: A Survey Antonia Karamolegkou Mostafa Abdou Anders Søgaard 16 9 0 08 Jun 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 24 26 0 15 Dec 2022
Can Brain Signals Reveal Inner Alignment with Human Languages? William Jongwon Han Jielin Qiu Jiacheng Zhu Mengdi Xu Douglas Weber Bo-wen Li Ding Zhao 25 12 0 10 Aug 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 33 38 0 03 May 2022
Cross-view Brain Decoding S. Oota Jashn Arora Manish Gupta R. Bapi 16 1 0 18 Apr 2022
Brain2Word: Decoding Brain Activity for Language Generation Nicolas Affolter Béni Egressy Damian Pascual Roger Wattenhofer 11 22 0 10 Sep 2020
ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation Nora Hollenstein M. Troendle Ce Zhang N. Langer 31 84 0 02 Dec 2019
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 299 6,984 0 20 Apr 2018