The selection of word embedding and deep learning models for better outcomes is vital.
Word embeddings are an n-dimensional distributed representation of a text that attempts to …

Researchers have recently achieved significant advances in deep learning techniques,
which in turn has substantially advanced other research disciplines, such as natural …

Recent years have brought a surge of work on predicting pieces of source code, eg, for code
completion, code migration, program repair, or translating natural language into code. All …

Developers write logging statements to generate logs and record system execution
behaviors to assist in debugging and software maintenance. However, deciding where to …

Developers write logging statements to generate logs that provide valuable runtime
information for debugging and maintenance of software systems. Log level is an important …

Semantic code search greatly facilitates software reuse, which enables users to find code
snippets highly matching user-specified natural language queries. Due to the rich …

Security databases such as Common Vulnerabilities and Exposures (CVE), Common
Weakness Enumeration (CWE), and Common Attack Pattern Enumeration and Classification …

Developers often need to use appropriate APIs to program efficiently, but it is usually a
difficult task to identify the exact one they need from a vast list of candidates. To ease the …

When encountering unfamiliar APIs, developers tend to seek help from API tutorials and
Stack Overflow (SO). API tutorials help developers understand the API knowledge in a …

Developers often use learning resources such as API tutorials and Stack Overflow (SO) to
learn how to use an unfamiliar API. An API tutorial can be divided into a number of …