Yanlin Wang
4 papers in the PaperMetrix corpus
Papers by this author
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On the Evaluation of Commit Message Generation Models: An Experimental Study
2021
Commit messages are natural language descriptions of code changes, which are important for program understanding and maintenance. However, writing commit messages manually is time-consuming and laborious, especially when the code is updated frequently. Various approaches …
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HumanEvo: An Evolution-Aware Benchmark for More Realistic Evaluation of Repository-Level Code Generation
2025
To evaluate the repository-level code generation capabilities of Large Language Models (LLMs) in complex real-world software development scenarios, many evaluation methods have been developed. These methods typically leverage contextual code from the latest version of …
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Demystifying and Detecting Cryptographic Defects in Ethereum Smart Contracts
2025
Ethereum has officially provided a set of system-level cryptographic APIs to enhance smart contracts with cryptographic capabilities. These APIs have been utilized in over 10% of Ethereum transactions, motivating developers to implement various on-chain cryptographic …
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SWE Data Construction, Automatically!
2026 · Proceedings of the ACM on software engineering.
Constructing large-scale datasets for the GitHub issue resolution task is crucial for both training and evaluating the software engineering capabilities of Large Language Models (LLMs). However, the existing GitHub issue resolution data construction pipeline is …