Paloma Martínez
12 papers · 2010–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🧭
Keyword Pioneer
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Architectures
(4)
Core Methods
(4)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Applications
(2)
Core AI
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Understanding
(2)
Computer Science
(1)
Keywords
named entity recognition
(3)
word embedding
(2)
text summarization
(2)
text classification
(2)
conditional random field
(2)
extractive summarization
(1)
document summarization
(1)
text simplification
(1)
semantic network
(1)
convolutional neural network
(1)
lightweight model
(1)
social media
(1)
character embedding
(1)
keyphrase extraction
(1)
polarity classification
(1)
clinical text
(1)
arabic language
(1)
biomedical text mining
(1)
lay summary
(1)
seq2seq model
(1)
Papers
HULAT-UC3M at TSAR 2025 Shared Task A Prompt-Based Approach using Lightweight Language Models for Readability-Controlled Text Simplification
EMNLP 2025
PTUK-HULAT at AraGenEval Shared Task: Fine-tuning XLM-RoBERTa for AI-Generated Arabic News Detection
EMNLP 2025
HULAT-UC3M at BiolaySumm: Adaptation of BioBART and Longformer models to summarizing biomedical documents
ACL 2024
PTUK-HULAT at ArAIEval Shared Task Fine-tuned Distilbert to Predict Disinformative Tweets
EMNLP 2023
UC3M-PUCPR at SemEval-2022 Task 11: An Ensemble Method of Transformer-based Models for Complex Named Entity Recognition
SemEval 2022
Combining financial word embeddings and knowledge-based features for financial text summarization UC3M-MC System at FNS-2020
COLING 2020
Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text
EMNLP 2019
Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets
EACL 2017
LABDA at SemEval-2017 Task 10: Extracting Keyphrases from Scientific Publications by combining the BANNER tool and the UMLS Semantic Network
SemEval 2017
LABDA at SemEval-2017 Task 10: Relation Classification between keyphrases via Convolutional Neural Network
SemEval 2017
SemEval-2013 Task 9 : Extraction of Drug-Drug Interactions from Biomedical Texts (DDIExtraction 2013)
SemEval 2013
UC3M System: Determining the Extent, Type and Value of Time Expressions in TempEval-2
SemEval 2010