--- title: "Elena Alvarez-Mellado — author profile and papers in our library" description: "Elena Alvarez-Mellado: 2 papers on Elamur Research (2024–2026) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/elena-alvarez-mellado/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/elena-alvarez-mellado/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Elena Alvarez-Mellado # Elena Alvarez-Mellado Elena Alvarez-Mellado has 2 papers in our library, in 2024–2026, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [English](https://md.research.elamur.ai/free/en/topics/english/); often with [Constantine Lignos](https://md.research.elamur.ai/free/en/authors/constantine-lignos/). 2 papers in our library · 2024–2026 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/elena-alvarez-mellado/#papers) · [🔗 Cited 5 times in our library](https://md.research.elamur.ai/free/en/authors/elena-alvarez-mellado/cited-by/) · [⭐ Paper Stars ranking: #10271](https://md.research.elamur.ai/free/en/paper-stars/page/103/#star-10271) 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=Elena+Alvarez-Mellado) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Elena+Alvarez-Mellado) · [dblp](https://dblp.org/search?q=Elena+Alvarez-Mellado) · [ACL Anthology](https://aclanthology.org/search/?q=Elena+Alvarez-Mellado) ## 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 2 Research subjects and languages the work is about.[English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/elena-alvarez-mellado/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/elena-alvarez-mellado/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English](https://md.research.elamur.ai/free/en/papers/rueda-2024-conll-fine-grained-error-analysis/)** *(2024 · 6 citations)* NER scores on the CoNLL-03 English benchmark have stalled since about 2021. The authors ask whether the remaining errors reflect real model weaknesses or flaws in the benchmark itself. They label each of the 231 test documents with a domain (Sports, Economy, World Events) and a format (text article, data report… 2. **[Towards a Diagnostic and Predictive Evaluation Methodology for Sequence Labeling Tasks](https://md.research.elamur.ai/free/en/papers/mellado-2026-diagnostic-predictive-evaluation-methodology-sequence/)** *(2026 · 1 citation)* Aggregate scores on in-distribution test sets show which system wins on average. They say little about why systems fail or how they will behave on data from another source. The authors address this gap for span identification tasks such as NER. Instead of scraping large amounts of real text, they build a compact… ## Co-authors here 1 co-author with a page, the most papers together first. - [Constantine Lignos](https://md.research.elamur.ai/free/en/authors/constantine-lignos/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/) ×2: [LREC 2026](https://md.research.elamur.ai/free/en/venues/lrec/2026/), [LREC 2024](https://md.research.elamur.ai/free/en/venues/lrec/2024/) ## Cited by Papers of our library cite their works 5 times (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/elena-alvarez-mellado/cited-by/). Updated 30 October 2026