LLM-Based Unit Test Generation in Go
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Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go
arXiv:2511.10868v2 Announce Type: replace Abstract: Training data imbalance poses a major challenge for code LLMs. Most available data heavily over represents raw opensource code while underrepresenting broader software engineering tasks, especially in low resource languages like Golang. As a result, models excel at code autocompletion but struggle with real world developer workflows such as unit test generation.