Journal & Conference Papers

Preprint

Shain C, Kean H, Lipkin B, Affourtit J, Siegelman M, Mollica F, Fedorenko E. (under review). Graded sensitivity to structure and meaning throughout the human language network. bioRxiv.

Regev T*, Lipkin B*, Boebinger D, Paunov A, Kean H, Norman-Haignere S, Fedorenko E. (under review). Preserved functional organization of human auditory cortex in individuals missing one temporal lobe from infancy. bioRxiv.

Bruffaerts R, Pongos A, Shain C, Lipkin B, Siegelman M, Wens V, Sjøgård M, Pantazis D, Blank IA, Goldman S, De Tiège X, Fedorenko E. (under review). Functional identification of language-responsive channels in individual participants in MEG investigations. bioRxiv.

2024

Ivanova A*, Sathe A*, Lipkin B*, Fedorenko E, Andreas J. (2024). Log probability scores provide a closer match to human plausibility judgments than prompt-based evaluations. SouthNLP.

2023

Olausson TX*, Gu A*, Lipkin B*, Zhang CE*, Solar-Lezama A, Tenenbaum JB, Levy R. (2023). LINC: A neuro-symbolic approach for logical reasoning by combining language models with first-order logic provers. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). [Outstanding Paper Award].

Li R, Ben Allal L, Zi Y, Muennighoff N, Kocetkov D, Mou C, Marone M, Akiki C, Li J, Chim J, Liu Q, Zheltonozhskii E, Zhou TY, Wang T, Dehaene O, Davaadorj M, Lamy-Poirier J, Monteiro J, Shliazhko O, Gontier N, Meade N, Zebaze A, Yee MH, Umapathi LK, Zhu J, Lipkin B, Oblokulov M, Wang Z, Murthy R, Stillerman J, Patel SS, Abulkhanov D, Zocca M, Dey M, Zhang Z, Fahmy N, Bhattacharyya U, Yu W, Singh S, Luccioni S, Villegas P, Kunakov M, Zhdanov F, Romero M, Lee T, Timor N, Ding J, Schlesinger C, Schoelkopf H, Ebert J, Dao T, Mishra M, Gu A, Robinson J, Anderson CJ, Dolan-Gavitt B, Contractor D, Reddy S, Fried D, Bahdanau D, Jernite Y, Ferrandis CM, Hughes S, Wolf T, Guha A, von Werra L, de Vries H. (under review). StarCoder: may the source be with you! Transactions on Machine Learning Research (TMLR).

Krishna S, Choudhury A, Keough MB, Seo K, Ni L, Kakaizada S, Lee A, Aabedi A, Popova G, Lipkin B, Cao C, Gonzalez CN, Sudharshan R, Egladyous A, Almeida N, Zhang Y, Molinaro AM, Venkatesh HS, Daniel AGS, Shamardani K, Hyer J, Chang EF, Findlay A, Phillips JJ, Nagarajan S, Raleigh DR, Brang D, Monje M, Hurvey-Jumper SL. (2023). Glioblastoma remodelling of human neural circuits decreases survival. Nature. 

Lipkin B, Wong L, Grand G, Tenenbaum JB. (2023). Evaluating statistical language models as pragmatic reasoners. Proceedings of the Annual Meeting of the Cognitive Science Society (CogSci) & Association for Computational Linguistics (ACL) Workshop on Natural Language Reasoning and Structured Explanations (NLRSE).

2022

Shain C*, Paunov A*, Chen X*, Lipkin B, Fedorenko E. (2022). No evidence of theory of mind reasoning in human language network. Cerebral Cortex.

Srikant S*, Lipkin B*, Ivanova A, Fedorenko E, O’Reilly, UM. (2022). Convergent representations of computer programs in human and artificial neural networks. Advances in Neural Information Processing (NeurIPS).

Lipkin B, Tuckute G, Affourtit J, Small H, Mineroff Z, Kean H, Jouravlev O, Rakocevic L, Pitchett B, Siegelman M, Hoeflin C, Pongos A, Blank IA, Kline M, Ivanova A, Shannon S, Sathe A, Hoffman M, Nieto-Castañón A, and Fedorenko E. (2022). Probabilistic atlas for the language network based on precision fMRI data from >800 individuals. Nature Scientific Data.

2021

Aabedi A*, Lipkin B*, Kaur J, Kakaizada S, Reihl S, Young JS, Lee AT, Krishna S, Chang EF, Brang D, Hervey-Jumper SL. (2021). Functional alterations in cortical processing of speech in glioma-infiltrated cortex. PNAS.

Malik-Moraleda S, Cucu T, Lipkin B, Fedorenko, E. (2021). The domain-general Multiple Demand system is more active in bilinguals than monolinguals during executive processing. Neurobiology of Language.

Aabedi A, Lipkin B, Young JS, Krishna S, Kakaizada S, Kaur J, Berger M, Brang D, Hervey-Jumper SL. (2021). Spectro-temporal Encoding of Speech Responses in Glioma-Infiltrated Cortex. Journal of Neurosurgery.