Xiaozhuan Liang
Xiaozhuan Liang has 2 papers in our library, in 2021–2023, most of them on Language models & pretraining, Evaluation & benchmarks; often with Ningyu Zhang, Chuanqi Tan, Fei Huang.
OpenAlex · h-index 3 · 7 works · 72 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 107 times in our library · ⭐ Paper Stars ranking: #6936
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Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Biochemistry, Genetics and Molecular Biology · 2 worksComputer Science · 2 worksMolecular Biology · 2 worksComputational Theory and Mathematics · 1 workComputer Vision and Pattern Recognition · 1 workArtificial Intelligence · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models (2023 · 91 citations)
General-purpose LLMs perform poorly on biomolecular problems. A key reason is the lack of an instruction-format dataset for the field. Such data is costly to annotate, draws on several disciplines, and uses no single standard representation. Mol-Instructions is a public, instruction-style dataset that addresses this… - CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark (2021 · 71 citations)
Biomedical NLP evaluation resources such as BLURB and PubMedQA are almost entirely English. Chinese, spoken by roughly a quarter of humanity, has had no shared yardstick for medical language understanding. The authors address this with CBLUE, which they describe as the first Chinese benchmark of its kind. It combines…
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