--- title: "Zi-Yi Dou — author profile and papers" description: "Zi-Yi Dou: 3 papers on Elamur Research (2019–2021), h-index 19 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/zi-yi-dou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zi-yi-dou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zi-Yi Dou # Zi-Yi Dou 3 papers on this site · 2019–2021 Zi-Yi Dou has 3 papers on this site, in 2019–2021, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Text generation](https://md.research.elamur.ai/free/en/topics/text-generation/); often with [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/), [Junjie Hu](https://md.research.elamur.ai/free/en/authors/junjie-hu/), [Antonios Anastasopoulos](https://md.research.elamur.ai/free/en/authors/antonios-anastasopoulos/). [OpenAlex](https://openalex.org/A5038315768) · [**h-index 19**](https://openalex.org/authors/A5038315768) · [54 works](https://openalex.org/works?filter=author.id:A5038315768) · [2 454 citations](https://openalex.org/works?filter=author.id:A5038315768&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [3 works on this site](https://md.research.elamur.ai/free/en/authors/zi-yi-dou/#papers) · [331 citations in our library](https://md.research.elamur.ai/free/en/authors/zi-yi-dou/cited-by/) · 1 more work in our library 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=Zi-Yi+Dou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zi-Yi+Dou) · [dblp](https://dblp.org/search?q=Zi-Yi+Dou) · [ACL Anthology](https://aclanthology.org/search/?q=Zi-Yi+Dou) ## Affiliations - [University of California, Los Angeles](https://md.research.elamur.ai/free/en/universities/university-of-california-los-angeles/) · Los Angeles, United States —2021–2025 on 12 papers - [Nanjing Institute of Technology](https://ror.org/00n6txq60) · Nanjing, China —2024 on 2 papers - [Carnegie Mellon University](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · Pittsburgh, United States —2019–2021 on 21 papers - [Nanjing University](https://md.research.elamur.ai/free/en/universities/nanjing-university/) · Nanjing, China —2017–2018 on 7 papers From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed. ## Topics [Machine translation 1](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Summarization 1](https://md.research.elamur.ai/free/en/topics/summarization/) · [Text generation 1](https://md.research.elamur.ai/free/en/topics/text-generation/) ## Works by year ### 2020s [**2021** 1 paper](https://md.research.elamur.ai/free/en/papers/dou-2021-gsum-general-framework-guided-neural/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/papers/anastasopoulos-2020-tico-19-translation-initiative-covid/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/papers/neubig-2019-compare-mt-tool-holistic-comparison/) ## Papers The most cited first (OpenAlex and our library). 1. **[GSum: A General Framework for Guided Neural Abstractive Summarization](https://md.research.elamur.ai/free/en/papers/dou-2021-gsum-general-framework-guided-neural/)** *(2021 · 317 citations)* Abstractive summarizers write fluent text, but they can introduce facts not found in the source and are hard to steer. 2. **[compare-mt: A Tool for Holistic Comparison of Language Generation Systems](https://md.research.elamur.ai/free/en/papers/neubig-2019-compare-mt-tool-holistic-comparison/)** *(2019 · 185 citations)* Corpus-level metrics such as BLEU show whether one generation system beats another, but not what actually changed in the output. 3. **[TICO-19: the Translation Initiative for COvid-19](https://md.research.elamur.ai/free/en/papers/anastasopoulos-2020-tico-19-translation-initiative-covid/)** *(2020 · 133 citations)* The TICO-19 project addresses a communication gap during the COVID-19 pandemic. Authoritative health guidance existed mostly in major languages, so speakers of many low-resource languages were left exposed to misinformation. A coalition of academic groups, technology companies, language service providers and… ## Also in our library 1 more work of theirs is in our library without a page here yet; it will appear as we publish them. ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/) ×2 - [Junjie Hu](https://md.research.elamur.ai/free/en/authors/junjie-hu/) ×2 - [Antonios Anastasopoulos](https://md.research.elamur.ai/free/en/authors/antonios-anastasopoulos/) - [Christian Federmann](https://md.research.elamur.ai/free/en/authors/christian-federmann/) - [Danish Pruthi](https://md.research.elamur.ai/free/en/authors/danish-pruthi/) - [Francisco Guzmán](https://md.research.elamur.ai/free/en/authors/francisco-guzman/) - [Hiroaki Hayashi](https://md.research.elamur.ai/free/en/authors/hiroaki-hayashi/) - [Macduff Hughes](https://md.research.elamur.ai/free/en/authors/macduff-hughes/) - [Marcello Federico](https://md.research.elamur.ai/free/en/authors/marcello-federico/) - [Paul Michel](https://md.research.elamur.ai/free/en/authors/paul-michel/) - [Pengfei Liu](https://md.research.elamur.ai/free/en/authors/pengfei-liu/) - [Philipp Koehn](https://md.research.elamur.ai/free/en/authors/philipp-koehn/) ## Cited by Papers of our library cite their works 331 times (of the 140 884 papers whose bibliographies we read); [20 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zi-yi-dou/cited-by/).