--- title: "Jin Huang — author profile and papers · Machine translation" description: "Jin Huang, Southwest Jiaotong University: 2 papers on Elamur Research (2007–2026), h-index 12 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/jin-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jin-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jin Huang # Jin Huang Jin Huang has 2 papers in our library, in 2007–2026, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Qun Liu](https://md.research.elamur.ai/free/en/authors/qun-liu/), [Tianhao Wang](https://md.research.elamur.ai/free/en/authors/tianhao-wang/). 2 papers in our library · 2007–2026 [OpenAlex](https://openalex.org/A5101465464) · [ORCID](https://orcid.org/0000-0002-7435-0391) · [**h-index 12**](https://openalex.org/authors/A5101465464) · [44 works](https://openalex.org/works?filter=author.id:A5101465464) · [1,281 citations](https://openalex.org/works?filter=author.id:A5101465464&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jin-huang/#papers) · [🔗 Cited 63 times in our library](https://md.research.elamur.ai/free/en/authors/jin-huang/cited-by/) · [⭐ Paper Stars ranking: #5691](https://md.research.elamur.ai/free/en/paper-stars/page/57/#star-5691) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Jin+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jin+Huang) · [dblp](https://dblp.org/search?q=Jin+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Jin+Huang) ## Affiliations [🎓**Southwest Jiaotong University** Chengdu · China 2012–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/universities/southwest-jiaotong-university/) · [🎓**Flinders University** Adelaide · Australia 2001–2011 · 4 papers](https://ror.org/01kpzv902) · [🎓**Peking University** Beijing · China 2015–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🏥**Peking University Third Hospital** Beijing · China 2021–2025 · 2 papers](https://ror.org/04wwqze12) · [🎓**Tsinghua University** Beijing · China 2022–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🏢**NetEase** Beijing · China 2018–2020 · 2 papers](https://ror.org/00fp6fj05) · [🎓**Hunan University** Changsha · China 2009 · 2 papers](https://md.research.elamur.ai/free/en/universities/hunan-university/) · [🔬**State Key Laboratory of Chemobiosensing and Chemometrics** Changsha · China 2009 · 2 papers](https://ror.org/05vg20182) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 9 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/jin-huang/year/2026/) ### 2000s [**2007** 1 paper](https://md.research.elamur.ai/free/en/authors/jin-huang/year/2007/) ## Papers The most cited first (OpenAlex and our library). 1. **[Improving Statistical Machine Translation Performance by Training Data Selection and Optimization](https://md.research.elamur.ai/free/en/papers/lu-2007-improving-statistical-machine-translation-performance/)** *(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… 2. **[Your Reasoning Benchmark May Not Test Reasoning: Revealing Perception Bottleneck in Abstract Reasoning Benchmarks](https://md.research.elamur.ai/free/en/papers/wang-2026-your-reasoning-benchmark-may-not/)** *(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 2 co-authors with a page, the most papers together first. - [Qun Liu](https://md.research.elamur.ai/free/en/authors/qun-liu/) - [Tianhao Wang](https://md.research.elamur.ai/free/en/authors/tianhao-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2007](https://md.research.elamur.ai/free/en/venues/emnlp/2007/) ## Cited by Papers of our library cite their works 63 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jin-huang/cited-by/). Updated 1 November 2026