2 papers
cs.SE2025
Hallucination by Code Generation LLMs: Taxonomy, Benchmarks, Mitigation, and Challenges
Yunseo Lee, John Youngeun Song, Dongsun Kim +3
Recent technical breakthroughs in large language models (LLMs) have enabled them to fluently generate source code. Software developers often leverage both general-purpose and code-…
cs.SE2024
Identifying Root Causes of Null Pointer Exceptions with Logical Inferences
Jindae Kim, Jaewoo Song
Recently, Large Language Model (LLM)-based Fault Localization (FL) techniques have been proposed, and showed improved performance with explanations on FL results. However, a major…