Guang Liu
Guang Liu has 2 papers in our library, in 2023–2024, most of them on Code & programming languages; often with Bo-Wen Zhang, Boyan Gao, Ge Li.
OpenAlex · ORCID · h-index 28 · 246 works · 3,029 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 68 times in our library · ⭐ Paper Stars ranking: #8460
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Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Science Applications · 1 workInformation Systems · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Code & programming languages · 1 work
Works by year
2020s
Papers
- TACO: Topics in Algorithmic COde generation dataset (2023 · 73 citations)
Benchmarks such as HumanEval and MBPP are close to saturation. They mostly test short, basic functions. Competition-style sets like APPS and CodeContests suffer from duplicates, weak test suites that let wrong code pass, and little detail on which algorithmic abilities a problem demands. TACO, from BAAI and… - Aquila2 Technical Report (2024 · 1 citation)
Most LLMs are pretrained on a fixed dataset over a long run, so it is hard to change the data mix or add new sources partway through. BAAI's Aquila2 is a family of Chinese–English bilingual models at 7B, 34B and an experimental 70B size. They were trained with HeuriMentor (HM), a framework with three parts:
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