--- title: "Ana C Farinha — author profile and papers" description: "Ana C Farinha: 5 papers on Elamur Research (2020–2022), h-index 10 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/ana-c-farinha/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ana-c-farinha/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ana C Farinha # Ana C Farinha 5 papers on this site · 2020–2022 Ana C Farinha has 5 papers on this site, in 2020–2022, 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/); often with [Alon Lavie](https://md.research.elamur.ai/free/en/authors/alon-lavie/), [Ricardo Rei](https://md.research.elamur.ai/free/en/authors/ricardo-rei/), [André F. T. Martins](https://md.research.elamur.ai/free/en/authors/andre-f-t-martins/). [OpenAlex](https://openalex.org/A5074892275) · [ORCID](https://orcid.org/0000-0003-3176-2342) · [**h-index 10**](https://openalex.org/authors/A5074892275) · [17 works](https://openalex.org/works?filter=author.id:A5074892275) · [926 citations](https://openalex.org/works?filter=author.id:A5074892275&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [5 works on this site](https://md.research.elamur.ai/free/en/authors/ana-c-farinha/#papers) · [2 062 citations in our library](https://md.research.elamur.ai/free/en/authors/ana-c-farinha/cited-by/) · 3 more works 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=Ana+C+Farinha) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ana+C+Farinha) · [dblp](https://dblp.org/search?q=Ana+C+Farinha) · [ACL Anthology](https://aclanthology.org/search/?q=Ana+C+Farinha) ## Affiliations - [University of Lisbon](https://ror.org/01c27hj86) · Lisbon, Portugal —2008–2021 on 3 papers - [University of Twente](https://ror.org/006hf6230) · Enschede, Netherlands —2013–2014 on 1 paper · education 2013 (Wikidata) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed. ## Topics [Machine translation 4](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Evaluation & benchmarks 4](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Papers The most cited first (OpenAlex and our library). 1. **[COMET: A Neural Framework for MT Evaluation](https://md.research.elamur.ai/free/en/papers/rei-2020-comet-neural-framework-mt-evaluation/)** *(2020 · 1 784 citations)* The paper asks how to score a machine translation against human judgement more reliably than n-gram metrics such as BLEU. 2. **[COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2022-comet-22-unbabel-ist-2022/)** *(2022 · 433 citations)* Neural MT metrics correlate well with human judgments but often miss small, critical translation errors such as wrong numbers, named entities or flipped negation. 3. **[CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2022-cometkiwi-ist-unbabel-2022-submission/)** *(2022 · 325 citations)* This paper describes the joint IST and Unbabel entry to the WMT 2022 Quality Estimation shared task. Quality Estimation (QE) scores machine translation output without reference translations. The team entered all three subtasks: sentence- and word-level quality prediction, Explainable QE, and Critical Error Detection. 4. **[Unbabel's Participation in the WMT20 Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2020-unbabel-s-participation-wmt20-metrics/)** *(2020 · 98 citations)* This paper presents Unbabel's submission to the WMT 2020 Metrics Shared Task. It targets the segment-, document- and system-level tracks and the "QE as a Metric" track. The systems are built on the COMET framework. A cross-lingual XLM-RoBERTa encoder embeds the source, MT hypothesis and reference, pooling turns these… 5. **[Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2021-are-references-really-needed-unbabel/)** *(2021 · 85 citations)* This WMT 2021 Metrics Shared Task submission from Unbabel and IST addresses the switch from Direct Assessments (DA) to MQM as the official human judgement. ## Also in our library 3 more works of theirs are in our library without a page here yet; they will appear as we publish them. ## Co-authors here 12 co-authors with a page, the most papers together first. - [Alon Lavie](https://md.research.elamur.ai/free/en/authors/alon-lavie/) ×5 - [Ricardo Rei](https://md.research.elamur.ai/free/en/authors/ricardo-rei/) ×5 - [André F. T. Martins](https://md.research.elamur.ai/free/en/authors/andre-f-t-martins/) ×3 - [Chrysoula Zerva](https://md.research.elamur.ai/free/en/authors/chrysoula-zerva/) ×3 - [Craig Stewart](https://md.research.elamur.ai/free/en/authors/craig-stewart/) ×3 - [Taisiya Glushkova](https://md.research.elamur.ai/free/en/authors/taisiya-glushkova/) ×3 - [Duarte Alves](https://md.research.elamur.ai/free/en/authors/duarte-alves/) ×2 - [José G. C. de Souza](https://md.research.elamur.ai/free/en/authors/jose-g-c-de-souza/) ×2 - [Luisa Coheur](https://md.research.elamur.ai/free/en/authors/luisa-coheur/) ×2 - [Daan van Stigt](https://md.research.elamur.ai/free/en/authors/daan-van-stigt/) - [Marcos Treviso](https://md.research.elamur.ai/free/en/authors/marcos-treviso/) - [Nuno M. Guerreiro](https://md.research.elamur.ai/free/en/authors/nuno-m-guerreiro/) ## Cited by Papers of our library cite their works 2 062 times (of the 140 884 papers whose bibliographies we read); [147 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ana-c-farinha/cited-by/).