Elena Álvarez-Mellado
5 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Natural Language Processing
(5)
Machine Learning
(3)
Applications · Natural Language Processing
(3)
Understanding
(3)
Deep Learning
(2)
Core Methods
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Keywords
named entity recognition
(2)
sequence labeling
(2)
sentiment analysis
(1)
machine translation
(1)
multilingual nlp
(1)
multilingual processing
(1)
mutual information
(1)
language model
(1)
electronic health record
(1)
evaluation metric
(1)
conditional random field
(1)
bidirectional lstm
(1)
error analysis
(1)
topic extraction
(1)
lexical borrowing
(1)
multilingual system
(1)
native alternative
(1)
linguistic robustness
(1)
corpus annotation
(1)
mental health prediction
(1)
Papers
ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords
ACL 2025
Evaluating Sequence Labeling on the basis of Information Theory
ACL 2025
CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English
COLING 2024
Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling
ACL 2022
Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction
EMNLP 2019