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Benjamin Lipkin
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StarCoder: may the source be with you!
R Li, LB Allal, Y Zi, N Muennighoff, D Kocetkov, C Mou, M Marone, C Akiki, ...
TMLR, 2023
1001*2023
Glioblastoma remodelling of human neural circuits decreases survival
S Krishna, A Choudhury, MB Keough, K Seo, L Ni, S Kakaizada, A Lee, ...
Nature, 2023
1692023
Probabilistic atlas for the language network based on precision fMRI data from >800 individuals
B Lipkin, G Tuckute, J Affourtit, H Small, Z Mineroff, H Kean, O Jouravlev, ...
Nature Scientific Data, 2022
98*2022
LINC: a neurosymbolic approach for logical reasoning by combining language models with first-order logic provers
TX Olausson*, A Gu*, B Lipkin*, CE Zhang*, A Solar-Lezama, ...
EMNLP (Outstanding Paper Award), 2023
662023
A framework for the evaluation of code generation models
LB Allal, N Muennighoff, LK Umapathi, B Lipkin, L Von Werra
GitHub, 2022
55*2022
Functional alterations in cortical processing of speech in glioma-infiltrated cortex
AA Aabedi*, B Lipkin*, J Kaur, S Kakaizada, C Valdivia, S Reihl, ...
PNAS, 2021
482021
Distributed sensitivity to syntax and semantics throughout the language network
C Shain, H Kean, C Casto, B Lipkin, J Affourtit, M Siegelman, F Mollica, ...
Journal of Cognitive Neuroscience, 2024
37*2024
NuminaMath: The largest public dataset in AI4Maths with 860k pairs of competition math problems and solutions
J Li, E Beeching, L Tunstall, B Lipkin, R Soletskyi, S Huang, K Rasul, L Yu, ...
Numina Technical Report, 2024
32*2024
No evidence of theory of mind reasoning in the human language network
C Shain, A Paunov, X Chen, B Lipkin, E Fedorenko
Cerebral Cortex, 2023
302023
Evaluating statistical language models as pragmatic reasoners
B Lipkin, L Wong, G Grand, JB Tenenbaum
CogSci, 2023
212023
Elements of World Knowledge (EWoK): A cognition-inspired framework for evaluating basic world knowledge in language models
AA Ivanova*, A Sathe*, B Lipkin*, U Kumar, S Radkani, TH Clark, C Kauf, ...
arXiv, 2024
15*2024
Convergent representations of computer programs in human and artificial neural networks
S Srikant*, B Lipkin*, AA Ivanova, E Fedorenko, UM O'Reilly
NeurIPS, 2022
122022
Precision fMRI reveals that the language network exhibits adult-like left-hemispheric lateralization by 4 years of age
O Ozernov-Palchik, AM O’Brien, EJ Lee, H Richardson, R Romeo, ...
bioRxiv, 2024
72024
The domain-general multiple demand network is more active in early balanced bilinguals than monolinguals during executive processing
S Malik-Moraleda, T Cucu, B Lipkin, E Fedorenko
Neurobiology of Language, 2021
52021
Log probability scores provide a closer match to human plausibility judgments than prompt-based evaluations
AA Ivanova*, A Sathe*, B Lipkin*, E Fedorenko, J Andreas
SouthNLP, 2024
32024
Models can and should embrace the communicative nature of human-generated math
S Boguraev, B Lipkin, L Weissweiler, K Mahowald
NeurIPS MATH-AI Workshop, 2024
12024
Functional identification of language-responsive channels in individual participants in MEG investigations
R Bruffaerts, A Pongos, C Shain, B Lipkin, M Siegelman, V Wens, ...
bioRxiv, 2023
12023
Decoding: Composable inference algorithms with LLMs and programmable logic
B Lipkin
GitHub, 2024
2024
Preserved functional organization of auditory cortex in two individuals missing one temporal lobe from infancy
TI Regev*, B Lipkin*, D Boebinger, A Paunov, H Kean, ...
iScience, 2024
2024
Proceedings of the 2nd Workshop on Natural Language Reasoning and Structured Explanations (@ ACL 2024)
B Dalvi, G Durrett, P Jansen, B Lipkin, DN Ribeiro, L Wong, X Ye, W Zhao
ACL NLRSE Workshop, 2024
2024
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Artikelen 1–20