Linking artificial and human neural representations of language

2 October 2019

Papers citing "Linking artificial and human neural representations of language"

38 / 38 papers shown

Title
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 145 15 0 31 Dec 2024
What makes a good metric? Evaluating automatic metrics for text-to-image consistency Candace Ross Melissa Hall Adriana Romero Soriano Adina Williams 165 4 0 18 Dec 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 93 1 0 30 Jul 2024
Changing Answer Order Can Decrease MMLU Accuracy Vipul Gupta David Pantoja Candace Ross Adina Williams Megan Ung 101 25 0 27 Jun 2024
The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More O. Kitouni Niklas Nolte Diane Bouchacourt Adina Williams Mike Rabbat Mark Ibrahim LRM CLL 101 12 0 07 Jun 2024
How Many Bytes Can You Take Out Of Brain-To-Text Decoding? Richard Antonello Nihita Sarma Jerry Tang Jiaru Song Alexander G. Huth 73 1 0 22 May 2024
MulCogBench: A Multi-modal Cognitive Benchmark Dataset for Evaluating Chinese and English Computational Language Models Yunhao Zhang Xiaohan Zhang Chong Li Shaonan Wang Chengqing Zong 51 7 0 02 Mar 2024
Divergences between Language Models and Human Brains Yuchen Zhou Emmy Liu Graham Neubig Michael J. Tarr Leila Wehbe 133 3 0 15 Nov 2023
Ensemble of Task-Specific Language Models for Brain Encoding Arvindh Arun Jerrin John Sanjai Kumaran 36 0 0 24 Oct 2023
Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? Jingyuan Sun Marie-Francine Moens AAML 64 13 0 03 Oct 2023
Mapping Brains with Language Models: A Survey Antonia Karamolegkou Mostafa Abdou Anders Søgaard 57 10 0 08 Jun 2023
Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making Aliyah R. Hsu Yeshwanth Cherapanamjeri Briton Park Tristan Naumann A. Odisho Bin Yu MedIm 60 0 0 27 May 2023
Language Models Trained on Media Diets Can Predict Public Opinion Eric Chu Jacob Andreas S. Ansolabehere Dwaipayan Roy 56 31 0 28 Mar 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
Joint processing of linguistic properties in brains and language models Subba Reddy Oota Manish Gupta Mariya Toneva 78 31 0 15 Dec 2022
Decoding speech perception from non-invasive brain recordings Alexandre Défossez Charlotte Caucheteux Jérémy Rapin Ori Kabeli J. King 107 139 0 25 Aug 2022
Probing Semantic Grounding in Language Models of Code with Representational Similarity Analysis Shounak Naik Rajaswa Patil Swati Agarwal V. Baths 27 4 0 15 Jul 2022
Context Limitations Make Neural Language Models More Human-Like Tatsuki Kuribayashi Yohei Oseki Ana Brassard Kentaro Inui 81 31 0 23 May 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 50 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
Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects Charlotte Caucheteux Alexandre Gramfort J. King 102 32 0 12 Oct 2021
Putting Words in BERT's Mouth: Navigating Contextualized Vector Spaces with Pseudowords Taelin Karidi Yichu Zhou Nathan Schneider Omri Abend Vivek Srikumar 105 13 0 23 Sep 2021
A Closer Look at How Fine-tuning Changes BERT Yichu Zhou Vivek Srikumar 82 68 0 27 Jun 2021
What if This Modified That? Syntactic Interventions via Counterfactual Embeddings Mycal Tucker Peng Qian R. Levy 78 40 0 28 May 2021
Towards Using Diachronic Distributed Word Representations as Models of Lexical Development Arijit Gupta Rajaswa Patil V. Baths 64 0 0 11 May 2021
Morph Call: Probing Morphosyntactic Content of Multilingual Transformers Vladislav Mikhailov O. Serikov Ekaterina Artemova 82 9 0 26 Apr 2021
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models Zhengxuan Wu Nelson F. Liu Christopher Potts 32 3 0 17 Apr 2021
Sometimes We Want Translationese Prasanna Parthasarathi Koustuv Sinha J. Pineau Adina Williams AAML 67 4 0 15 Apr 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 134 249 0 14 Apr 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
On the Evolution of Syntactic Information Encoded by BERT's Contextualized Representations Laura Pérez-Mayos Roberto Carlini Miguel Ballesteros Leo Wanner 62 7 0 27 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
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations Mostafa Abdou Vinit Ravishankar Maria Barrett Yonatan Belinkov Desmond Elliott Anders Søgaard ReLM LRM 113 35 0 04 May 2020
What Happens To BERT Embeddings During Fine-tuning? Amil Merchant Elahe Rahimtoroghi Ellie Pavlick Ian Tenney 110 189 0 29 Apr 2020
Do Neural Language Models Show Preferences for Syntactic Formalisms? Artur Kulmizev Vinit Ravishankar Mostafa Abdou Joakim Nivre MILM 58 45 0 29 Apr 2020