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Junjia Du

2 accepted papers

2025

DependEval: Benchmarking LLMs for Repository Dependency Understanding

ACL 2025finding

While large language models (LLMs) have shown considerable promise in code generation, real-world software development demands advanced repository-level reasoning. This includes understanding dependencies, project structures, and managing multi-file changes. However, the ability of LLMs to effective…

2025

IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web

ACL 2025finding

Recently, advancements in large multimodal models have led to significant strides in image comprehension capabilities. Despite these advancements, there is a lack of a robust benchmark specifically for assessing the image‐to‐web conversion proficiency of these large models. It is essential to ensure…