no code implementations • 22 Apr 2024 • Ajinkya Deshpande, Anmol Agarwal, Shashank Shet, Arun Iyer, Aditya Kanade, Ramakrishna Bairi, Suresh Parthasarathy
Our findings emphasize the need for benchmarks that incorporate repository-level dependencies to more accurately reflect the complexities of software development.
no code implementations • 22 Sep 2023 • Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade, Suresh Parthasarathy, Sriram Rajamani
We present a tool, CORE (short for COde REvisions), architected using a pair of LLMs organized as a duo comprised of a proposer and a ranker.
no code implementations • 11 Apr 2022 • Suresh Parthasarathy, Lincy Pattanaik, Anirudh Khatry, Arun Iyer, Arjun Radhakrishna, Sriram Rajamani, Mohammad Raza
We propose a new approach to extracting data items or field values from semi-structured documents.