Andrés Montoyo
21 papers · 2007–2025 · 5 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (15)
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Prolific Year · Productive
💎
Century Club · Bronze
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Conference Pioneer
Top co-authors
Research topics
Keywords
hyperparameter optimization
(4)
automated machine learning
(2)
automatic machine learning
(2)
knowledge discovery
(2)
text mining
(2)
experience replay
(1)
experience reuse
(1)
fact extraction
(1)
semantic model
(1)
machine learning pipeline
(1)
covid-19 literature
(1)
automated hyperparameter optimization
(1)
health domain
(1)
model selection
(1)
grammatical evolution
(1)
transfer learning
(1)
text classification
(1)
neural architecture search
(1)
language model fine-tuning
(1)
Papers
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML
EMNLP 2025
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
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
Going Beyond Traditional QA Systems: Challenges and Keys in Opinion Question Answering
COLING 2010
OpAL: Applying Opinion Mining Techniques for the Disambiguation of Sentiment Ambiguous Adjectives in SemEval-2 Task 18
SemEval 2010
Opinion and Generic Question Answering Systems: a Performance Analysis
ACL 2009
Towards Building a Competitive Opinion Summarization System: Challenges and Keys
NAACL 2009
UA-ZBSA: A Headline Emotion Classification through Web Information
SemEval 2007
UA-ZSA: Web Page Clustering on the basis of Name Disambiguation
SemEval 2007