Yoan Gutiérrez
19 papers · 2012–2025 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver
🤝
Dynamic Duo
(15)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Applications
(3)
Core AI
(3)
Application Areas
(2)
Learning Types
(2)
Resources & Methods
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Core Methods
(1)
Education
(1)
Learning Paradigms
(1)
Keywords
hyperparameter optimization
(4)
knowledge discovery
(2)
automated machine learning
(2)
automatic machine learning
(2)
text mining
(2)
knowledge graph
(1)
educational technology
(1)
transfer learning
(1)
neural architecture search
(1)
bias detection
(1)
text classification
(1)
knowledge representation
(1)
language model fine-tuning
(1)
support vector machine
(1)
training data
(1)
multilingual nlp
(1)
experience replay
(1)
semantic modeling
(1)
sentiment analysis
(1)
model selection
(1)
Papers
Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora
ACL 2025
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML
EMNLP 2025
Educational Material to Knowledge Graph Conversion: A Methodology to Enhance Digital Education
ACL 2024
Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing
COLING 2020
Demo Application for the AutoGOAL Framework
COLING 2020
Knowledge Discovery in COVID-19 Research Literature
EMNLP 2020
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text
ACL 2019
UCSC-NLP at SemEval-2017 Task 4: Sense n-grams for Sentiment Analysis in Twitter
SemEval 2017
GPLSI: Supervised Sentiment Analysis in Twitter using Skipgrams
SemEval 2014
UMCC_DLSI: A Probabilistic Automata for Aspect Based Sentiment Analysis
SemEval 2014
UMCC_DLSI_SemSim: Multilingual System for Measuring Semantic Textual Similarity
SemEval 2014
UMCC_DLSI: Sentiment Analysis in Twitter using Polirity Lexicons and Tweet Similarity
SemEval 2014
UO_UA: Using Latent Semantic Analysis to Build a Domain-Dependent Sentiment Resource
SemEval 2014
SSA-UO: Unsupervised Sentiment Analysis in Twitter
SemEval 2013
UMCC_DLSI-(EPS): Paraphrases Detection Based on Semantic Distance
SemEval 2013
UMCC_DLSI: Reinforcing a Ranking Algorithm with Sense Frequencies and Multidimensional Semantic Resources to solve Multilingual Word Sense Disambiguation
SemEval 2013
UMCC_DLSI-(SA): Using a ranking algorithm and informal features to solve Sentiment Analysis in Twitter
SemEval 2013
UMCC_DLSI: Semantic and Lexical features for detection and classification Drugs in biomedical texts
SemEval 2013
UMCC_DLSI: Multidimensional Lexical-Semantic Textual Similarity
SemEval 2012