Deep Learning Models to Study Sentence Comprehension in the Human Brain

16 January 2023

Papers citing "Deep Learning Models to Study Sentence Comprehension in the Human Brain"

23 / 23 papers shown

Title
Neither hype nor gloom do DNNs justice Gaurav Malhotra Christian Tsvetkov B. D. Evans 62 123 0 08 Dec 2023
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 64 97 0 03 Jun 2022
Relating transformers to models and neural representations of the hippocampal formation James C. R. Whittington Joseph Warren Timothy Edward John Behrens 89 82 0 07 Dec 2021
Low-Dimensional Structure in the Space of Language Representations is Reflected in Brain Responses Richard Antonello Javier S. Turek Vy A. Vo Alexander G. Huth 55 41 0 09 Jun 2021
Disentangling Syntax and Semantics in the Brain with Deep Networks Charlotte Caucheteux Alexandre Gramfort J. King 93 72 0 02 Mar 2021
Inductive biases, pretraining and fine-tuning jointly account for brain responses to speech Juliette Millet J. King 96 34 0 25 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 391 4,941 0 24 Feb 2021
Emergence of Separable Manifolds in Deep Language Representations Jonathan Mamou Hang Le Miguel Angel del Rio Cory Stephenson Hanlin Tang Yoon Kim SueYeon Chung AAML AI4CE 65 38 0 01 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 743 41,894 0 28 May 2020
A Primer in BERTology: What we know about how BERT works Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 84 1,496 0 27 Feb 2020
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs J. Kubilius Martin Schrimpf Kohitij Kar Ha Hong N. Majaj ... Kailyn Schmidt Aran Nayebi Daniel M. Bear Daniel L. K. Yamins J. DiCarlo 92 259 0 13 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,193 0 27 Aug 2019
What Does BERT Look At? An Analysis of BERT's Attention Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning MILM 215 1,594 0 11 Jun 2019
Visualizing and Measuring the Geometry of BERT Andy Coenen Emily Reif Ann Yuan Been Kim Adam Pearce F. Viégas Martin Wattenberg MILM 78 417 0 06 Jun 2019
Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) Mariya Toneva Leila Wehbe MILM AI4CE 64 226 0 28 May 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 133 1,471 0 15 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
Deep RNNs Encode Soft Hierarchical Syntax Terra Blevins Omer Levy Luke Zettlemoyer 67 111 0 11 May 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
Bridging LSTM Architecture and the Neural Dynamics during Reading Peng Qian Xipeng Qiu Xuanjing Huang 34 19 0 22 Apr 2016
Contextual LSTM (CLSTM) models for Large scale NLP tasks Shalini Ghosh Oriol Vinyals B. Strope Scott Roy Tom Dean Larry Heck 47 12 0 19 Feb 2016
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 90 1,131 0 02 Oct 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 665 31,489 0 16 Jan 2013