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Alex Gu
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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, ...
arXiv preprint arXiv:2305.06161, 2023
430*2023
The disagreement problem in explainable machine learning: A practitioner's perspective
S Krishna, T Han, A Gu, J Pombra, S Jabbari, S Wu, H Lakkaraju
arXiv preprint arXiv:2202.01602, 2022
1692022
SantaCoder: don't reach for the stars!
LB Allal, R Li, D Kocetkov, C Mou, C Akiki, CM Ferrandis, N Muennighoff, ...
arXiv preprint arXiv:2301.03988, 2023
137*2023
Leandojo: Theorem proving with retrieval-augmented language models
K Yang, A Swope, A Gu, R Chalamala, P Song, S Yu, S Godil, RJ Prenger, ...
Advances in Neural Information Processing Systems 36, 2024
792024
StarCoder 2 and The Stack v2: The Next Generation
A Lozhkov, R Li, LB Allal, F Cassano, J Lamy-Poirier, N Tazi, A Tang, ...
arXiv preprint arXiv:2402.19173, 2024
172024
Min-max bilevel multi-objective optimization with applications in machine learning
A Gu, S Lu, P Ram, L Weng
arXiv preprint arXiv:2203.01924, 2022
16*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, JB Tenenbaum, ...
arXiv preprint arXiv:2310.15164, 2023
142023
Cruxeval: A benchmark for code reasoning, understanding and execution
A Gu, B Rozière, H Leather, A Solar-Lezama, G Synnaeve, SI Wang
arXiv preprint arXiv:2401.03065, 2024
102024
Three operator splitting with subgradients, stochastic gradients, and adaptive learning rates
A Yurtsever, A Gu, S Sra
Advances in Neural Information Processing Systems 34, 19743-19756, 2021
62021
The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations?
A Gu, WD Li, N Jain, TX Olausson, C Lee, K Sen, A Solar-Lezama
arXiv preprint arXiv:2402.19475, 2024
22024
Certified Interpretability Robustness for Class Activation Mapping
A Gu, TW Weng, PY Chen, S Liu, L Daniel
arXiv preprint arXiv:2301.11324, 2023
12023
Obsynth: An interactive synthesis system for generating object models from natural language specifications
A Gu, T Mitrovska, D Velez, J Andreas, A Solar-Lezama
arXiv preprint arXiv:2210.11468, 2022
12022
Reproducibility Report: La-MAML: Look-ahead Meta Learning for Continual Learning
J Joseph, A Gu
arXiv preprint arXiv:2102.05824, 2021
12021
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
N Jain, K Han, A Gu, WD Li, F Yan, T Zhang, S Wang, A Solar-Lezama, ...
arXiv preprint arXiv:2403.07974, 2024
2024
Language Agnostic Code Embeddings
S Utpala, A Gu, PY Chen
arXiv preprint arXiv:2310.16803, 2023
2023
Pruning CodeBERT for Improved Code-to-Text Efficiency
A Gu, R Sonecha, S Vedantam, B Runwal, D Misra
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