Neuro-symbolic Zero-Shot Code Cloning with Cross-Language Intermediate Representation

no code implementations • 26 Apr 2023 • Krishnam Hasija, Shrishti Pradhan, Manasi Patwardhan, Raveendra Kumar Medicherla, Lovekesh Vig, Ravindra Naik

We further fine-tune UnixCoder, the best-performing model for zero-shot cross-programming language code search, for the Code Cloning task with the SBT IRs of C code-pairs, available in the CodeNet dataset.

C++ code Code Search

Knowledge Transfer for Pseudo-code Generation from Low Resource Programming Language

no code implementations • 16 Mar 2023 • Ankita Sontakke, Kanika Kalra, Manasi Patwardhan, Lovekesh Vig, Raveendra Kumar Medicherla, Ravindra Naik, Shrishti Pradhan

In this paper, we focus on transferring the knowledge acquired by the code-to-pseudocode neural model trained on a high resource PL (C++) using parallel code-pseudocode data.

Code Generation Decoder +2