Huth, Alexander

11 publications

NeurIPSW 2024 Language Decoding from Human Brain Activity via Contrastive Learning Matteo Ferrante, Nicola Toschi, Alexander Huth

NeurIPSW 2024 Testing Memory Capabilities in Large Language Models with the Sequence Order Recall Task Mathis Pink, Vy A. Vo, Qinyuan Wu, Jianing Mu, Javier S. Turek, Uri Hasson, Kenneth A. Norman, Sebastian Michelmann, Alexander Huth, Mariya Toneva

NeurIPS 2023 Brain Encoding Models Based on Multimodal Transformers Can Transfer Across Language and Vision Jerry Tang, Meng Du, Vy Vo, Vasudev Lal, Alexander Huth

NeurIPSW 2023 Explaining Black Box Text Modules in Natural Language with Language Models Chandan Singh, Aliyah Hsu, Richard Antonello, Shailee Jain, Alexander Huth, Bin Yu, Jianfeng Gao

NeurIPS 2023 Scaling Laws for Language Encoding Models in fMRI Richard Antonello, Aditya Vaidya, Alexander Huth

ICML 2022 Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech Aditya R Vaidya, Shailee Jain, Alexander Huth

NeurIPS 2021 Low-Dimensional Structure in the Space of Language Representations Is Reflected in Brain Responses Richard Antonello, Javier S Turek, Vy Vo, Alexander Huth

ICLR 2021 Multi-Timescale Representation Learning in LSTM Language Models Shivangi Mahto, Vy Ai Vo, Javier S. Turek, Alexander Huth

ICML 2020 Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network Javier Turek, Shailee Jain, Vy Vo, Mihai Capotă, Alexander Huth, Theodore Willke

NeurIPS 2020 Interpretable Multi-Timescale Models for Predicting fMRI Responses to Continuous Natural Speech Shailee Jain, Vy Vo, Shivangi Mahto, Amanda LeBel, Javier S Turek, Alexander Huth

NeurIPS 2018 Incorporating Context into Language Encoding Models for fMRI Shailee Jain, Alexander Huth