Chunqiu Steven Xia
Chunqiu Steven Xia has 2 papers in our library, in 2023–2024, most of them on Code & programming languages, Language models & pretraining, Evaluation & benchmarks; often with Lingming Zhang, Jiawei Liu, Yuyao Wang.
OpenAlex · ORCID · Wikidata · h-index 13 · 26 works · 2,141 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 453 times in our library · ⭐ Paper Stars ranking: #3239
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Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksInformation Systems · 2 worksSoftware · 2 worksComputer Science Applications · 1 work
🧭 Topics 3Research subjects and languages the work is about.Code & programming languages · 2 worksEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation (2023 · 648 citations)
Benchmarks for LLM code generation, such as HUMANEVAL, judge a program correct if it passes a handful of hand-written tests. - Agentless: Demystifying LLM-based Software Engineering Agents (2024 · 117 citations)
Autonomous LLM agents for resolving GitHub issues have become elaborate. They plan their own steps, call custom tools and iterate over dozens of turns, which makes them costly, hard to debug and prone to compounding mistakes. The authors ask whether this machinery is actually needed and answer with Agentless, a fixed…
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