Jin Huang
Jin Huang has 2 papers in our library, in 2007–2026, most of them on Machine translation, Evaluation & benchmarks, Reasoning; often with Qun Liu, Tianhao Wang.
OpenAlex · ORCID · h-index 12 · 44 works · 1,281 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 63 times in our library · ⭐ Paper Stars ranking: #5691
Affiliations
🎓Southwest Jiaotong UniversityChengdu ·
China2012–2026 · 12 papers🎓Flinders UniversityAdelaide ·
Australia2001–2011 · 4 papers🎓Peking UniversityBeijing ·
China2015–2025 · 3 papers🏥Peking University Third HospitalBeijing ·
China2021–2025 · 2 papers🎓Tsinghua UniversityBeijing ·
China2022–2025 · 2 papers🏢NetEaseBeijing ·
China2018–2020 · 2 papers🎓Hunan UniversityChangsha ·
China2009 · 2 papers🔬State Key Laboratory of Chemobiosensing and ChemometricsChangsha ·
China2009 · 2 papers
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 3Research subjects and languages the work is about.Machine translation · 1 workEvaluation & benchmarks · 1 workReasoning · 1 work
Works by year
2020s
2000s
Papers
- Improving Statistical Machine Translation Performance by Training Data Selection and Optimization (2007 · 200 citations)
The paper tackles a common situation in Chinese–English statistical machine translation. Parallel data from LDC comes from mixed domains such as Hong Kong laws, Hansards and news. Simply pooling these corpora does not reliably improve translation, and adding ever more data brings shrinking gains at growing… - Your Reasoning Benchmark May Not Test Reasoning: Revealing Perception Bottleneck in Abstract Reasoning Benchmarks (2026)
ARC and ARC-AGI are often treated as tests of "fluid" reasoning, and frontier vision-language models (VLMs) score far below humans on them.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2007
Cited by
Updated
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