The library pyre-ast is another OCaml library for parsing Python files using the Python interpreter itself. However, pyast emphasizes compability between Python versions, enabling OCaml programs to be ...

Abstract: The application of machine learning algorithms to source code has grown in the past years. Since these algorithms are quite sensitive to input data, it is not surprising that researchers ...

Empathetic response generation aims to enable dialogue systems to perceive emotions expressed by speakers and generate empathetic responses accordingly. Present methodologies fall short in ...

Abstract: In the Chinese teaching and research, it often needs to draw syntax tree for the analyzing of relationship among compositions of sentence. Drawn syntax tree manually has many defects, such ...

LLMs have had a significant impact in the fields of code generation and comprehension. These models, trained on extensive code datasets such as GitHub, excel in tasks like text-to-code conversion, ...

Code summarization aims to generate concise natural language descriptions of source code, which can help improve program comprehension and maintenance. Recent studies show that syntactic and ...

Recently, machine learning techniques especially deep learning techniques have made substantial progress on some code intelligence tasks such as code summarization, code search, clone detection, etc.

Large language models (LLMs) have revolutionized code generation, but their autoregressive nature poses a significant challenge. These models generate code token by token, without access to the ...