Ben Lipkin

PhD student, Massachusetts Institute of Technology

Joined

October 2021

Names

Ben Lipkin (Preferred)

Benjamin Lipkin

Emails

****@mit.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Massachusetts Institute of Technology (mit.edu)

2022 – Present

Researcher

Massachusetts Institute of Technology (mit.edu)

2020 – 2022

Undergrad student

University of Michigan (umich.edu)

2016 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Entropy-preserving reinforcement learning
Aleksei Petrenko, Ben Lipkin, Kevin Chen, Erik Wijmans, Marco Francis Cusumano-Towner, Raja Giryes, Philipp Kraehenbuehl
- ICLR 2026 Poster
- Readers: Everyone
Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling
Ben Lipkin, Benjamin LeBrun, Jacob Hoover Vigly, João Loula, David R. MacIver, Li Du, Jason Eisner, Ryan Cotterell, Vikash Mansinghka, Timothy J. O'Donnell, Alexander K. Lew, Tim Vieira
- COLM 2025
- Readers: Everyone
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
João Loula, Benjamin LeBrun, Li Du, Ben Lipkin, Clemente Pasti, Gabriel Grand, Tianyu Liu, Yahya Emara, Marjorie Freedman, Jason Eisner, Ryan Cotterell, Vikash Mansinghka, Alexander K. Lew, Tim Vieira, Timothy J. O'Donnell
- ICLR 2025 Oral
- Readers: Everyone
Models Can and Should Embrace the Communicative Nature of Human-Generated Math
Sasha Boguraev, Ben Lipkin, Leonie Weissweiler, Kyle Mahowald
- MATH-AI 24
- Readers: Everyone
StarCoder: may the source be with you!
Raymond Li, Loubna Ben allal, Yangtian Zi, Niklas Muennighoff, Denis Kocetkov, Chenghao Mou, Marc Marone, Christopher Akiki, Jia LI, Jenny Chim, Qian Liu, Evgenii Zheltonozhskii, Terry Yue Zhuo, Thomas Wang, Olivier Dehaene, Joel Lamy-Poirier, Joao Monteiro, Nicolas Gontier, Ming-Ho Yee, Logesh Kumar Umapathi et al. (38 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers
Theo X. Olausson, Alex Gu, Ben Lipkin, Cedegao E. Zhang, Armando Solar-Lezama, Joshua B. Tenenbaum, Roger P. Levy
- EMNLP 2023 Main
- Readers: Everyone
StarCoder: may the source be with you!
Raymond Li, Loubna Ben Allal, Yangtian Zi, Niklas Muennighoff, Denis Kocetkov, Chenghao Mou, Marc Marone, Christopher Akiki, Jia Li, Jenny Chim, Qian Liu, Evgenii Zheltonozhskii, Terry Yue Zhuo, Thomas Wang, Olivier Dehaene, Mishig Davaadorj, Joel Lamy-Poirier, João Monteiro, Oleh Shliazhko, Nicolas Gontier et al. (47 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 19 Jun 2023
- CoRR 2023
- Readers: Everyone
Evaluating statistical language models as pragmatic reasoners
Benjamin Lipkin, Lionel Wong, Gabriel Grand, Joshua B. Tenenbaum
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- CoRR 2023
- Readers: Everyone
Convergent Representations of Computer Programs in Human and Artificial Neural Networks
Shashank Srikant, Ben Lipkin, Anna A Ivanova, Evelina Fedorenko, Una-May O'Reilly
- Published: 31 Oct 2022, Last Modified: 29 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone

Co-Authors

View all 108 co-authors