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CheolWon Na

3 accepted papers

2025

CoRAC: Integrating Selective API Document Retrieval with Question Semantic Intent for Code Question Answering

NAACL 2025long

Automatic code question answering aims to generate precise answers to questions about code by analyzing code snippets. To provide an appropriate answer, it is necessary to accurately understand the relevant part of the code and correctly interpret the intent of the question. However, in real-world s…

2025

Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation

NAACL 2025findings

Many adversarial attack approaches are proposed to verify the vulnerability of language models. However, they require numerous queries and the information on the target model. Even black-box attack methods also require the target model’s output information. They are not applicable in real-world scen…

Cited by 0SourcePDFScholar
2023

DIP: Dead code Insertion based Black-box Attack for Programming Language Model

ACL 2023long

Automatic processing of source code, such as code clone detection and software vulnerability detection, is very helpful to software engineers. Large pre-trained Programming Language (PL) models (such as CodeBERT, GraphCodeBERT, CodeT5, etc.), show very powerful performance on these tasks. However, t…

Cited by 18SourcePDFScholar