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Hongwei Liu

Hongwei Liu has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Evaluation & benchmarks; often with Kai Chen, Chengqi Lyu, Haodong Duan.

3 papers in our library · 2024–2026

OpenAlex · ORCID · h-index 3 · 12 works · 27 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 69 times in our library · ⭐ Paper Stars ranking: #8182

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🏥First Affiliated Hospital of Jinan UniversityGuangzhou · China2026 · 1 papercurrent🎓Jinan UniversityGuangzhou · China2026 · 1 papercurrent🔬Shanghai Artificial Intelligence LaboratoryShanghai · China2025 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputational Theory and Mathematics · 1 workComputer Vision and Pattern Recognition · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 3 worksEvaluation & benchmarks · 1 work

 Works by year

2020s

20261 paper20251 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark (2024 · 70 citations)
    Popular math benchmarks such as GSM8k or MathQA mostly test one narrow skill. They say little about difficulty or about whether a model actually knows the underlying theory. MathBench addresses this with a bilingual (Chinese–English) test set that follows a learning path: an Arithmetic stage, then Primary, Middle…
  2. CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward (2025 · 16 citations)
    Checking whether an LLM's free-form output matches a reference answer is central to benchmarking and to reward signals in RL.
  3. OpenCompass: A Universal Evaluation Platform for Large Language Models (2026 · 1 citation)
    Judging an LLM's overall quality usually means running dozens or hundreds of static benchmarks. Each benchmark has its own scoring method (regex matching, ROUGE, model-based judging), its own sensitivity to prompts, and its own data preparation and output cleanup. This fragmentation makes large, cross-domain…

 Co-authors here

12 of 17 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 69 times (of the 149,439 papers whose bibliographies we read); 23 citing papers with a page here →.

Updated

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