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Gabriel Poesia
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Synchromesh: Reliable code generation from pre-trained language models
G Poesia, O Polozov, V Le, A Tiwari, G Soares, C Meek, S Gulwani
ICLR 2022, 2022
1442022
Parsel🐍: Algorithmic Reasoning with Language Models by Composing Decompositions
E Zelikman, Q Huang, G Poesia, N Goodman, N Haber
Advances in Neural Information Processing Systems 36, 31466-31523, 2023
37*2023
Solving math word problems by combining language models with symbolic solvers
J He-Yueya, G Poesia, RE Wang, ND Goodman
arXiv preprint arXiv:2304.09102, 2023
362023
Hypothesis search: Inductive reasoning with language models
R Wang, E Zelikman, G Poesia, Y Pu, N Haber, ND Goodman
arXiv preprint arXiv:2309.05660, 2023
242023
Static placement of computation on heterogeneous devices
G Poesia, B Guimarães, F Ferracioli, FMQ Pereira
Proceedings of the ACM on Programming Languages 1 (OOPSLA), 1-28, 2017
222017
Certified deductive reasoning with language models
G Poesia, K Gandhi, E Zelikman, ND Goodman
arXiv preprint arXiv:2306.04031, 2023
132023
Contrastive reinforcement learning of symbolic reasoning domains
G Poesia, WX Dong, N Goodman
Advances in neural information processing systems 34, 15946-15956, 2021
132021
Open-domain clarification question generation without question examples
J White, G Poesia, R Hawkins, D Sadigh, N Goodman
EMNLP 2021, 2021
122021
Peano: learning formal mathematical reasoning
G Poesia, ND Goodman
Philosophical Transactions of the Royal Society A 381 (2251), 20220044, 2023
82023
Dynamic dispatch of context-sensitive optimizations
G Poesia, FMQ Pereira
Proceedings of the ACM on Programming Languages 4 (OOPSLA), 1-28, 2020
62020
Pragmatic code autocomplete
G Poesia, N Goodman
Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 445-452, 2021
32021
LEMMA: Bootstrapping high-level mathematical reasoning with learned symbolic abstractions
Z Li, G Poesia, O Costilla-Reyes, N Goodman, A Solar-Lezama
arXiv preprint arXiv:2211.08671, 2022
22022
A Lossless Data Reduction for Mining Constrained Patterns in n-ary Relations
G Poesia, L Cerf
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
22014
Can Visual Scratchpads With Diagrammatic Abstractions Augment LLM Reasoning?
J Hsu, G Poesia, J Wu, ND Goodman
I Can’t Believe It’s Not Better Workshop: Failure Modes in the Age of …, 2023
12023
Left to the Reader: Abstracting Solutions in Mathematical Reasoning
G Poesia, ND Goodman
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