--- title: "Di He — author profile and papers · Machine translation" description: "Di He, Peking University: 2 papers on Elamur Research (2019), h-index 14 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/di-he/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/di-he/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Di He # Di He Di He has 2 papers in our library, in 2019, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Text generation](https://md.research.elamur.ai/free/en/topics/text-generation/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Tao Qin](https://md.research.elamur.ai/free/en/authors/tao-qin/), [Tie-Yan Liu](https://md.research.elamur.ai/free/en/authors/tie-yan-liu/), [Xu Tan](https://md.research.elamur.ai/free/en/authors/xu-tan/). 2 papers in our library · 2019 [OpenAlex](https://openalex.org/A5100739031) · [ORCID](https://orcid.org/0000-0002-0908-9123) · [Wikidata](https://www.wikidata.org/wiki/Q90970671) · [**h-index 14**](https://openalex.org/authors/A5100739031) · [29 works](https://openalex.org/works?filter=author.id:A5100739031) · [1,225 citations](https://openalex.org/works?filter=author.id:A5100739031&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/di-he/#papers) · [🔗 Cited 200 times in our library](https://md.research.elamur.ai/free/en/authors/di-he/cited-by/) · [⭐ Paper Stars ranking: #3953](https://md.research.elamur.ai/free/en/paper-stars/page/40/#star-3953) 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=Di+He) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Di+He) · [dblp](https://dblp.org/search?q=Di+He) · [ACL Anthology](https://aclanthology.org/search/?q=Di+He) ## Affiliations [🎓**Peking University** Beijing · China 2019–2025 · 10 papers*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🏢**Microsoft** Redmond · United States 2018–2021 · 5 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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.[Text generation · 1 work](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2010s [**2019** 2 papers Di He's papers of 2019](https://md.research.elamur.ai/free/en/authors/di-he/year/2019/) ## Papers The most cited first (OpenAlex and our library). 1. **[Representation Degeneration Problem in Training Natural Language Generation Models](https://md.research.elamur.ai/free/en/papers/gao-2019-representation-degeneration-problem-training-natural/)** *(2019 · 180 citations)* The paper identifies a flaw in neural text generators trained by maximum likelihood with weight tying, where the input embedding matrix is shared with the softmax output layer. 2. **[Multilingual Neural Machine Translation with Language Clustering](https://md.research.elamur.ai/free/en/papers/tan-2019-multilingual-neural-machine-translation-language/)** *(2019 · 172 citations)* Supporting thousands of languages is hard with either extreme: one translation model per language pair is too costly, and a single shared model struggles when its languages are very dissimilar. ## Co-authors here 5 co-authors with a page, the most papers together first. - [Tao Qin](https://md.research.elamur.ai/free/en/authors/tao-qin/) ×2 - [Tie-Yan Liu](https://md.research.elamur.ai/free/en/authors/tie-yan-liu/) ×2 - [Xu Tan](https://md.research.elamur.ai/free/en/authors/xu-tan/) ×2 - [Jun Gao](https://md.research.elamur.ai/free/en/authors/jun-gao/) - [Yingce Xia](https://md.research.elamur.ai/free/en/authors/yingce-xia/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2019](https://md.research.elamur.ai/free/en/venues/emnlp/2019/) ## Cited by Papers of our library cite their works 200 times (of the 141,840 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/di-he/cited-by/). Updated 24 October 2026