Publications

XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence

Published in ICLR 2023 Workshop on DL4C, 2023

XLCoST: A Large-Scale Cross-Lingual Code SnippeT Dataset for Cross-Lingual Code Intelligence Tasks.

Recommended citation: Ming Zhu, Aneesh Jain, Karthik Suresh, Roshan Ravindran, Sindhu Tipirneni, Chandan K. Reddy. (2022). "XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence." ICLR 2023 Workshop on DL4C. https://openreview.net/forum?id=CuP9bgvsKA

Execution-based Code Generation using Deep Reinforcement Learning

Published in arXiv, 2023

PPOCoder: A Framework for Improving Code Generation via Pretrained PL Models and Reinforcement Learning with Execution Feedback.

Recommended citation: Parshin Shojaee, Aneesh Jain, Sindhu Tipirneni and Chandan K. Reddy. (2023). "Execution-based Code Generation using Deep Reinforcement Learning." arXiv. https://arxiv.org/abs/2301.13816