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Richard Antonello
Richard Antonello
Postdoctoral Scholar, Columbia University
Verified email at columbia.edu
Title
Cited by
Cited by
Year
Predictive coding or just feature discovery? An alternative account of why language models fit brain data
R Antonello, A Huth
Neurobiology of Language 5 (1), 64-79, 2024
47*2024
Low-dimensional structure in the space of language representations is reflected in brain responses
R Antonello, JS Turek, V Vo, A Huth
Advances in neural information processing systems 34, 8332-8344, 2021
462021
Scaling laws for language encoding models in fMRI
R Antonello, A Vaidya, A Huth
Advances in Neural Information Processing Systems 36, 2024
392024
Explaining black box text modules in natural language with language models
C Singh, AR Hsu, R Antonello, S Jain, AG Huth, B Yu, J Gao
arXiv preprint arXiv:2305.09863, 2023
312023
Selecting informative contexts improves language model finetuning
R Antonello, N Beckage, J Turek, A Huth
arXiv preprint arXiv:2005.00175, 2020
92020
Crafting Interpretable Embeddings by Asking LLMs Questions
V Benara, C Singh, JX Morris, R Antonello, I Stoica, AG Huth, J Gao
arXiv preprint arXiv:2405.16714, 2024
32024
How Many Bytes Can You Take Out Of Brain-To-Text Decoding?
R Antonello, N Sarma, J Tang, J Song, A Huth
arXiv preprint arXiv:2405.14055, 2024
12024
Evidence from fMRI Supports a Two-Phase Abstraction Process in Language Models
R Antonello, E Cheng
UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural …, 0
1*
A generative framework to bridge data-driven models and scientific theories in language neuroscience
R Antonello, C Singh, S Jain, A Hsu, J Gao, B Yu, A Huth
arXiv preprint arXiv:2410.00812, 2024
2024
Predictive power in language encoding models
RJ Antonello
2024
Methods and apparatus to generate a surrogate model based on traces from a computing unit
JS Turek, M Capotã, P Mukherjee, R Antonello
US Patent App. 17/559,755, 2022
2022
Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions
V Benara, C Singh, JX Morris, R Antonello, I Stoica, A Huth, J Gao
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0
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