Maite Martin
13 papers · 2014–2021 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(10)
Natural Language Processing
(9)
Core Methods
(9)
Applications
(6)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Healthcare & Medicine
(3)
Architectures
(3)
Clinical
(3)
Understanding
(3)
Interdisciplinary
(2)
Learning Types · Deep Learning
(2)
Social
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Keywords
text classification
(6)
sentiment analysis
(4)
support vector machine
(3)
named entity recognition
(3)
emotion classification
(3)
deep learning
(2)
machine learning
(2)
natural language processing
(2)
social media mining
(2)
offensive language detection
(2)
social media
(2)
sequence encoding
(1)
ensemble learning
(1)
recurrent neural network
(1)
word embedding
(1)
multilingual nlp
(1)
entity extraction
(1)
sentiment polarity
(1)
biomedical text
(1)
machine translation
(1)
Papers
Identifying professions & occupations in Health-related Social Media using Natural Language Processing
NAACL 2021
SINAI at SemEval-2020 Task 12: Offensive Language Identification Exploring Transfer Learning Models
SemEval 2020
SINAI at SemEval-2019 Task 3: Using affective features for emotion classification in textual conversations
SemEval 2019
SINAI at SemEval-2019 Task 5: Ensemble learning to detect hate speech against inmigrants and women in English and Spanish tweets
SemEval 2019
SINAI at SemEval-2019 Task 6: Incorporating lexicon knowledge into SVM learning to identify and categorize offensive language in social media
SemEval 2019
Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media
ACL 2019
Using Snomed to recognize and index chemical and drug mentions.
EMNLP 2019
A review of Spanish corpora annotated with negation
COLING 2018
SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification
EMNLP 2018
SINAI at SemEval-2018 Task 1: Emotion Recognition in Tweets
SemEval 2018
SINAI at SemEval-2017 Task 4: User based classification
SemEval 2017
SINAI: Voting System for Aspect Based Sentiment Analysis
SemEval 2014
SINAI: Voting System for Twitter Sentiment Analysis
SemEval 2014