Marta Villegas

1.1k total citations
29 papers, 382 citations indexed

About

Marta Villegas is a scholar working on Artificial Intelligence, Language and Linguistics and Molecular Biology. According to data from OpenAlex, Marta Villegas has authored 29 papers receiving a total of 382 indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Artificial Intelligence, 9 papers in Language and Linguistics and 7 papers in Molecular Biology. Recurrent topics in Marta Villegas's work include Natural Language Processing Techniques (20 papers), Semantic Web and Ontologies (10 papers) and Topic Modeling (9 papers). Marta Villegas is often cited by papers focused on Natural Language Processing Techniques (20 papers), Semantic Web and Ontologies (10 papers) and Topic Modeling (9 papers). Marta Villegas collaborates with scholars based in Spain, United Kingdom and United States. Marta Villegas's co-authors include Núria Bel, Martin Krallinger, Aitor González-Agirre, Montserrat Marimon, Alessandro Lenci, Antonio Zampollí, Nicoletta Calzolari, Monica Monachini, Wim Peters and Jordi Armengol-Estapé and has published in prestigious journals such as SHILAP Revista de lepidopterología, Language Resources and Evaluation and Semantic Web.

In The Last Decade

Marta Villegas

27 papers receiving 313 citations

Peers

Marta Villegas
Comparison fields: 5 of 45
  • Artificial Intelligence 346
  • Molecular Biology 119
  • Language and Linguistics 82
  • Information Systems 32
  • Management Science and Operations Research 15
Replace Christopher Ochs with:
Christopher Ochs United States
Joachim Wermter Germany
Egoitz Laparra Spain
Didier Bourigault France
Katri Haverinen Finland
Bryan Rink United States
Takashi Ninomiya Japan
Zhongjun He China
Adriana Badulescu United States
Oana Frunza Canada
Christopher Ochs United States View profile →
Citations per field, relative to Marta Villegas
Marta Villegas · 1×
Citations per year, relative to Marta Villegas
Marta Villegas · 1×

Countries citing papers authored by Marta Villegas

Since Specialization
Citations

This map shows the geographic impact of Marta Villegas's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marta Villegas with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marta Villegas more than expected).

Fields of papers citing papers by Marta Villegas

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marta Villegas. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marta Villegas. The network helps show where Marta Villegas may publish in the future.

Co-authorship network of co-authors of Marta Villegas

This figure shows the co-authorship network connecting the top 25 collaborators of Marta Villegas. A scholar is included among the top collaborators of Marta Villegas based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Marta Villegas. Marta Villegas is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 0
2 2
3 11
4
Overview of MESINESP, a Spanish Medical Semantic Indexing Task within BioASQ 2020.
1
5
Automatic De-identification of Medical Texts in Spanish: the MEDDOCAN Track, Corpus, Guidelines, Methods and Evaluation of Results.
34
6
Finding Mentions of Abbreviations and Their Definitions in Spanish Clinical Cases: The BARR2 Shared Task Evaluation Results.
10
7
The biomedical abbreviation recognition and resolution (BARR) track: Benchmarking, evaluation and importance of abbreviation recognition systems applied to Spanish biomedical abstracts
6
8
Leveraging RDF graphs for crossing multiple bilingual dictionaries
5
9 12
10
Metadata as Linked Open Data: mapping disparate XML metadata registries into one RDF/OWL registry.
2
11
The IULA Treebank
12
12
A Case Study on Interoperability for Language Resources and Applications.
2
13 0
14
El proyecto CLARIN: una infraestructurade investigación científica paralas humanidades y las ciencias sociales
2
15
COLDIC, a Lexicographic Platform for LMF compliant lexica.
2
16 1
17
From Resources to Applications. Designing the Multilingual ISLE Lexical Entry.
6
18
From DTD to relational dB. An automatic generation of a lexicographical station out off ISLE guidelines.
1
19
SIMPLE: A General Framework for the Development of Multilingual Lexicons
9
20
Multilingual linguistic resources: from monolingual lexicons to bilingual interrelated lexicons
1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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