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Elena Alvarez-Mellado

Elena Alvarez-Mellado has 2 papers in our library, in 2024–2026, most of them on Evaluation & benchmarks, English; often with Constantine Lignos.

2 papers in our library · 2024–2026

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📄 2 works in our library · 🔗 Cited 5 times in our library · ⭐ Paper Stars ranking: #10271

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 2Research subjects and languages the work is about.English · 1 workEvaluation & benchmarks · 1 work

 Works by year

2020s

20261 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English (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 (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.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

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