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cs.SE2024
Collu-Bench: A Benchmark for Predicting Language Model Hallucinations in Code
Nan Jiang, Qi Li, Lin Tan +1
Despite their success, large language models (LLMs) face the critical challenge of hallucinations, generating plausible but incorrect content. While much research has focused on ha…
cs.SE2024
Can Language Models Replace Programmers for Coding? REPOCOD Says 'Not Yet'
Shanchao Liang, Yiran Hu, Nan Jiang +1
Recently, a number of repository-level code generation benchmarks-such as CoderEval, DevEval, RepoEval, RepoBench, and LongCodeArena-have emerged to evaluate the capabilities of la…
cs.SE2024
WAFFLE: Finetuning Multi-Modal Models for Automated Front-End Development
Shanchao Liang, Nan Jiang, Shangshu Qian +1
Web development involves turning UI designs into functional webpages, which can be difficult for both beginners and experienced developers due to the complexity of HTML's hierarchi…