Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction. - Elena Álvarez Mellado; Eben Holderness; Nicholas Miller; Fyonn Dhang; Philip Cawkwell; Kirsten Bolton; James Pustejovsky; Mei-Hua Hall (LOUHI@EMNLP, 2019)

An Annotated Corpus of Emerging Anglicisms in Spanish Newspaper Headlines. - Elena Álvarez Mellado (CodeSwitch@LREC, 2020)

A Corpus of Spanish Political Speeches from 1937 to 2019. - Elena Álvarez Mellado (LREC, 2020)

Two Models for Named Entity Recognition in Spanish. Submission to the CAPITEL Shared Task at IberLEF 2020. - Elena Álvarez Mellado (IberLEF@SEPLN, 2020)

Medieval Spanish (12th-15th centuries) named entity recognition and attribute annotation system based on contextual information. - María Luisa Díez Platas; Salvador Ros Muñoz; Elena González-Blanco; Pablo Ruiz Fabo; Elena Álvarez Mellado (J. Assoc. Inf. Sci. Technol., 2021)

TEI-friendly annotation scheme for medieval named entities: a case on a Spanish medieval corpus. - Elena Álvarez Mellado; María Luisa Díez Platas; Pablo Ruiz Fabo; Helena Bermúdez-Sabel; Salvador Ros 001; Elena González-Blanco (Lang. Resour. Evaluation, 2021)

Overview of ADoBo 2021: Automatic Detection of Unassimilated Borrowings in the Spanish Press. - Elena Álvarez Mellado; Luis Espinosa Anke; Julio Gonzalo Arroyo; Constantine Lignos; Jordi Porta-Zamorano (Proces. del Leng. Natural, 2021)

Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling. - Elena Álvarez Mellado; Constantine Lignos (ACL (1), 2022)

Borrowing or Codeswitching? Annotating for Finer-Grained Distinctions in Language Mixing. - Elena Álvarez Mellado; Constantine Lignos (LREC, 2022)

CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English. - Andrew Rueda; Elena Álvarez Mellado; Constantine Lignos (LREC/COLING, 2024)

Characterizing Spans for Sequence Labeling: A Case on Anglicism Detection. - Elena Álvarez Mellado; Julio Gonzalo (Proces. del Leng. Natural, 2024)

ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords. - Sina Ahmadi; Micha David Hess; Elena Álvarez Mellado; Alessia Battisti; Cui Ding; Anne Göhring; Yingqiang Gao; Zifan Jiang; Andrianos Michail; Peshmerge Morad; Joel Niklaus; Maria Christina Panagiotopoulou; et al. (ACL (1), 2025)

Evaluating Sequence Labeling on the basis of Information Theory. - Enrique Amigó; Elena Álvarez Mellado; Julio Gonzalo; Jorge Carrillo-de-Albornoz (ACL (1), 2025)

Overview of ADoBo at IberLEF 2025: Automatic Detection of Anglicisms in Spanish. - Elena Álvarez Mellado; Jordi Porta-Zamorano; Constantine Lignos; Julio Gonzalo (CoRR, 2025)