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Works (14)

A unified acoustic-to-speech-to-language embedding space captures the neural basis of natural language processing in everyday conversations

Nature Human Behaviour
2025-03-07 | Journal article
DOI: 10.1038/s41562-025-02105-9
Contributors: Ariel Goldstein; Haocheng Wang; Leonard Niekerken; Mariano Schain; Zaid Zada; Bobbi Aubrey; Tom Sheffer; Samuel A. Nastase; Harshvardhan Gazula; Aditi Singh et al.
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Linguistic coupling between neural systems for speech production and comprehension during real-time dyadic conversations

2025-02-16 | Preprint
DOI: 10.1101/2025.02.14.638276
Contributors: Zaid Zada; Samuel A. Nastase; Sebastian Speer; Laetitia Mwilambwe-Tshilobo; Lily Tsoi; Shannon Burns; Emily Falk; Uri Hasson; Diana Tamir
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The “Podcast” ECoG dataset for modeling neural activity during natural language comprehension

2025-02-16 | Preprint
DOI: 10.1101/2025.02.14.638352
Contributors: Zaid Zada; Samuel A. Nastase; Bobbi Aubrey; Itamar Jalon; Sebastian Michelmann; Haocheng Wang; Liat Hasenfratz; Werner Doyle; Daniel Friedman; Patricia Dugan et al.
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In Search of a Neural Mechanism for Domain-General Value Comparison in Decision Making

The Journal of Neuroscience
2025-02-12 | Journal article
DOI: 10.1523/JNEUROSCI.2233-24.2025
Contributors: Ahmad Samara; Zaid Zada
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Scale matters: Large language models with billions (rather than millions) of parameters better match neural representations of natural language

2024-10-22 | Preprint
DOI: 10.7554/eLife.101204.1
Contributors: Zhuoqiao Hong; Haocheng Wang; Zaid Zada; Harshvardhan Gazula; David Turner; Bobbi Aubrey; Leonard Niekerken; Werner Doyle; Sasha Devore; Patricia Dugan et al.
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Scale matters: Large language models with billions (rather than millions) of parameters better match neural representations of natural language

2024-10-22 | Preprint
DOI: 10.7554/eLife.101204
Contributors: Zhuoqiao Hong; Haocheng Wang; Zaid Zada; Harshvardhan Gazula; David Turner; Bobbi Aubrey; Leonard Niekerken; Werner Doyle; Sasha Devore; Patricia Dugan et al.
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Author Correction: Alignment of brain embeddings and artificial contextual embeddings in natural language points to common geometric patterns

Nature Communications
2024-10-01 | Journal article
DOI: 10.1038/s41467-024-52626-6
Contributors: Ariel Goldstein; Avigail Grinstein-Dabush; Mariano Schain; Haocheng Wang; Zhuoqiao Hong; Bobbi Aubrey; Samuel A. Nastase; Zaid Zada; Eric Ham; Amir Feder et al.
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A shared model-based linguistic space for transmitting our thoughts from brain to brain in natural conversations

Neuron
2024-09 | Journal article
DOI: 10.1016/j.neuron.2024.06.025
Contributors: Zaid Zada; Ariel Goldstein; Sebastian Michelmann; Erez Simony; Amy Price; Liat Hasenfratz; Emily Barham; Asieh Zadbood; Werner Doyle; Daniel Friedman et al.
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Information-making processes in the speaker’s brain drive human conversations forward

2024-08-28 | Preprint
DOI: 10.1101/2024.08.27.609946
Contributors: Ariel Goldstein; Haocheng Wang; Tom Sheffer; Mariano Schain; Zaid Zada; Leonard Niekerken; Bobbi Aubrey; Samuel A. Nastase; Harshvardhan Gazula; Colton Costo et al.
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Scale matters: Large language models with billions (rather than millions) of parameters better match neural representations of natural language

2024-06-13 | Preprint
DOI: 10.1101/2024.06.12.598513
Contributors: Zhuoqiao Hong; Haocheng Wang; Zaid Zada; Harshvardhan Gazula; David Turner; Bobbi Aubrey; Leonard Niekerken; Werner Doyle; Sasha Devore; Patricia Dugan et al.
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Aligning Brains into a Shared Space Improves their Alignment to Large Language Models

2024-06-06 | Preprint
DOI: 10.1101/2024.06.04.597448
Contributors: Arnab Bhattacharjee; Zaid Zada; Haocheng Wang; Bobbi Aubrey; Werner Doyle; Patricia Dugan; Daniel Friedman; Orrin Devinsky; Adeen Flinker; Peter J. Ramadge et al.
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Alignment of brain embeddings and artificial contextual embeddings in natural language points to common geometric patterns

Nature Communications
2024-03-30 | Journal article
DOI: 10.1038/s41467-024-46631-y
Contributors: Ariel Goldstein; Avigail Grinstein-Dabush; Mariano Schain; Haocheng Wang; Zhuoqiao Hong; Bobbi Aubrey; Samuel A. Nastase; Zaid Zada; Eric Ham; Amir Feder et al.
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Crossref

A shared linguistic space for transmitting our thoughts from brain to brain in natural conversations

2023-06-29 | Preprint
DOI: 10.1101/2023.06.27.546708
Contributors: Zaid Zada; Ariel Goldstein; Sebastian Michelmann; Erez Simony; Amy Price; Liat Hasenfratz; Emily Barham; Asieh Zadbood; Werner Doyle; Daniel Friedman et al.
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Crossref

Shared computational principles for language processing in humans and deep language models

Nature Neuroscience
2022-03 | Journal article
DOI: 10.1038/s41593-022-01026-4
Contributors: Ariel Goldstein; Zaid Zada; Eliav Buchnik; Mariano Schain; Amy Price; Bobbi Aubrey; Samuel A. Nastase; Amir Feder; Dotan Emanuel; Alon Cohen et al.
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