Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation

21 May 2025

Papers citing "Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation"

37 / 37 papers shown

Title
Pretraining Large Brain Language Model for Active BCI: Silent Speech Jinzhao Zhou Zehong Cao Yiqun Duan Connor Barkley Daniel Leong ... Ziyi Zhao T. Do Yu-Cheng Chang Sheng-Fu Liang Chin-Teng Lin 67 1 0 29 Apr 2025
Brain-to-Text Decoding: A Non-invasive Approach via Typing Jarod Lévy Mingfang Zhang Svetlana Pinet Jérémy Rapin Hubert J. Banville Stéphane DÁscoli J. King 69 5 0 18 Feb 2025
Layer by Layer: Uncovering Hidden Representations in Language Models Oscar Skean Md Rifat Arefin Dan Zhao Niket Patel Jalal Naghiyev Yann LeCun Ravid Shwartz-Ziv MILM AIFin 141 19 0 04 Feb 2025
OneLLM: One Framework to Align All Modalities with Language Jiaming Han Kaixiong Gong Yiyuan Zhang Jiaqi Wang Kaipeng Zhang Dahua Lin Yu Qiao Peng Gao Xiangyu Yue MLLM 140 121 0 10 Jan 2025
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? David Mayo Christopher Wang Asa Harbin Abdulrahman Alabdulkareem Albert Eaton Shaw Boris Katz Andrei Barbu DiffM 75 2 0 05 Nov 2024
Estimating the Hallucination Rate of Generative AI Andrew Jesson Nicolas Beltran-Velez Quentin Chu Sweta Karlekar Jannik Kossen Yarin Gal John P. Cunningham David M. Blei 98 8 0 11 Jun 2024
Are EEG-to-Text Models Working? Hyejeong Jo Yiqian Yang Juhyeok Han Yiqun Duan Hui Xiong Won Hee Lee 57 17 0 10 May 2024
Hallucination of Multimodal Large Language Models: A Survey Zechen Bai Pichao Wang Tianjun Xiao Tong He Zongbo Han Zheng Zhang Mike Zheng Shou VLM LRM 125 167 0 29 Apr 2024
Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding into Text Saydul Akbar Murad Nick Rahimi 51 4 0 26 Apr 2024
When does word order matter and when doesn't it? Xuanda Chen T. O'Donnell Siva Reddy 52 1 0 29 Feb 2024
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder Jiaqi Wang Zhenxi Song Zhengyu Ma Xipeng Qiu Min Zhang Zhiguo Zhang 83 6 0 27 Feb 2024
Brain decoding: toward real-time reconstruction of visual perception Yohann Benchetrit Hubert J. Banville Jean-Rémi King 68 50 0 18 Oct 2023
A Survey of Hallucination in Large Foundation Models Vipula Rawte A. Sheth Amitava Das HILM LRM 119 370 0 12 Sep 2023
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training Xiaoyang Wu Zhuotao Tian Xin Wen Bohao Peng Xihui Liu Kaicheng Yu Hengshuang Zhao 41 48 0 18 Aug 2023
A Survey on Multimodal Large Language Models Shukang Yin Chaoyou Fu Sirui Zhao Ke Li Xing Sun Tong Xu Enhong Chen MLLM LRM 75 571 0 23 Jun 2023
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models Andrew F. Luo Margaret M. Henderson Leila Wehbe Michael J. Tarr DiffM 32 20 0 05 Jun 2023
Evaluating Object Hallucination in Large Vision-Language Models Yifan Li Yifan Du Kun Zhou Jinpeng Wang Wayne Xin Zhao Ji-Rong Wen MLLM LRM 217 748 0 17 May 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 385 4,465 0 30 Jan 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 66 2,182 0 19 Dec 2022
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding Zijiao Chen Jiaxin Qing Tiange Xiang Wan Lin Yue J. Zhou DiffM MedIm 55 152 0 13 Nov 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 146 3,072 0 20 Oct 2022
Decoding speech perception from non-invasive brain recordings Alexandre Défossez Charlotte Caucheteux Jérémy Rapin Ori Kabeli J. King 63 123 0 25 Aug 2022
When classifying grammatical role, BERT doesn't care about word order... except when it matters Isabel Papadimitriou Richard Futrell Kyle Mahowald MILM 51 30 0 11 Mar 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 174 2,327 0 08 Feb 2022
ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization Mengsay Loem Sho Takase Masahiro Kaneko Naoaki Okazaki 23 13 0 14 Jan 2022
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification Zhenhailong Wang Heng Ji 105 75 0 05 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 39 40 0 09 Jun 2021
Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding Xia Wei Pablo Ortega Aldo A. Faisal 18 24 0 09 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 681 28,659 0 26 Feb 2021
ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation Nora Hollenstein M. Troendle Ce Zhang N. Langer 46 85 0 02 Dec 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 141 10,720 0 29 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 270 19,824 0 23 Oct 2019
Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) Mariya Toneva Leila Wehbe MILM AI4CE 57 225 0 28 May 2019
Z-Forcing: Training Stochastic Recurrent Networks Anirudh Goyal Alessandro Sordoni Marc-Alexandre Côté Nan Rosemary Ke Yoshua Bengio BDL 51 183 0 15 Nov 2017
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 161 4,928 0 02 Nov 2017
Transfer Learning in Brain-Computer Interfaces V. Jayaram Morteza Alamgir Yasemin Altun Bernhard Schölkopf Moritz Grosse-Wentrup OOD 28 370 0 01 Dec 2015
Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition C. Cadieu Ha Hong Daniel L. K. Yamins Nicolas Pinto Diego Ardila E. Solomon N. Majaj J. DiCarlo 59 784 0 12 Jun 2014