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 | 568* | 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 | 185 | 2022 |
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 | 168* | 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 | 105 | 2024 |
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 | 54 | 2024 |
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 | 21 | 2024 |
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 | 21 | 2023 |
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 | 19* | 2022 |
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 | 15 | 2024 |
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 | 8 | 2021 |
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 | 3 | 2024 |
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions TY Zhuo, MC Vu, J Chim, H Hu, W Yu, R Widyasari, INB Yusuf, H Zhan, ... arXiv preprint arXiv:2406.15877, 2024 | 2 | 2024 |
Certified Interpretability Robustness for Class Activation Mapping A Gu, TW Weng, PY Chen, S Liu, L Daniel arXiv preprint arXiv:2301.11324, 2023 | 1 | 2023 |
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 | 1 | 2022 |
Reproducibility Report: La-MAML: Look-ahead Meta Learning for Continual Learning J Joseph, A Gu arXiv preprint arXiv:2102.05824, 2021 | 1 | 2021 |
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 | | |