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 | 169 | 2023 |
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 | 66 | 2023 |
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 | 48 | 2021 |
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 | 30 | 2023 |
Evaluating statistical language models as pragmatic reasoners B Lipkin, L Wong, G Grand, JB Tenenbaum CogSci, 2023 | 21 | 2023 |
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 | 12 | 2022 |
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 | 7 | 2024 |
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 | 5 | 2021 |
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 | 3 | 2024 |
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 | 1 | 2024 |
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 | 1 | 2023 |
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 |