How to get better embeddings with code pre-trained models? An empirical study

Y Zhao, L Gong, H Zhang, Y Yu, Z Huang - arXiv preprint arXiv …, 2023 - arxiv.org
Pre-trained language models have demonstrated powerful capabilities in the field of natural
language processing (NLP). Recently, code pre-trained model (PTM), which draw from the …

An Empirical Study on Code Search Pre-trained Models: Academic Progresses vs. Industry Requirements

K Chi, C Li, J Ge, B Luo - Proceedings of the 15th Asia-Pacific …, 2024 - dl.acm.org
With the rapid development of pre-trained source code models, code search has made
fundamental advances. However, a thorough evaluation of the effectiveness of academic …

Semantic Similarity Search for Source Code Plagiarism Detection: An Exploratory Study

F Ebrahim, M Joy - Proceedings of the 2024 on Innovation and …, 2024 - dl.acm.org
Source code plagiarism detection (SCPD) is a crucial challenge in computer science
education that affects academic integrity. It can be considered as an Information Retrieval …