Junbo Niu
Junbo Niu has 2 papers in our library, in 2026, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Bin Wang, Fan Wu, Hao Liang.
OpenAlex · h-index 1 · 1 works · 7 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 27 times in our library · ⭐ Paper Stars ranking: #8281
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 1 workVision & language · 1 workEvaluation & benchmarks · 1 workReasoning · 1 work
Works by year
2020s
Papers
- MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing (2026 · 35 citations)
Turning document images into structured text is difficult because pages are high-resolution, dense, and complex in layout. - MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning (2026)
Static reasoning benchmarks quickly become too easy for frontier models. Many also reward recall of rare facts rather than logical inference. MorphoBench addresses this with a multidisciplinary benchmark whose difficulty can be tuned to the models being tested.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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