Rubén Manrique
11 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🌍 Conference Polyglot · Silver 👥 Mega-Team · Squad ⚡ Prolific Year · Productive
💎
Century Club · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Natural Language Processing
(8)
Applications
(5)
Resources & Methods
(5)
Artificial Intelligence
(3)
Core AI
(3)
Machine Learning
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Speech & Audio
(1)
Analysis
(1)
Clinical
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(5)
low-resource language
(3)
machine translation
(3)
multi-agent system
(2)
historical text
(2)
indigenous language
(2)
iterative refinement
(2)
corpus linguistics
(1)
text classification
(1)
few-shot learning
(1)
question answering
(1)
legal text understanding
(1)
information extraction
(1)
medical text
(1)
speech synthesis
(1)
sentiment analysis
(1)
text simplification
(1)
voice conversion
(1)
instruction tuning
(1)
speaker verification
(1)
Papers
Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study
AAAI 2026
A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts
EMNLP 2025
A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts.
COLING 2025
Bridging the Gap in Health Literacy: Harnessing the Power of Large Language Models to Generate Plain Language Summaries from Biomedical Texts
NAACL 2025
Findings of the AmericasNLP 2025 Shared Tasks on Machine Translation, Creation of Educational Material, and Translation Metrics for Indigenous Languages of the Americas
NAACL 2025
Historical Ink: Exploring Large Language Models for Irony Detection in 19th-Century Spanish
NAACL 2025
Uniandes at TSAR 2025 Shared Task Multi-Agent CEFR Text Simplification with Automated Quality Assessment and Iterative Refinement
EMNLP 2025
Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction
EMNLP 2024
Historical Ink: Semantic Shift Detection for 19th Century Spanish
ACL 2024
Translation systems for low-resource Colombian Indigenous languages, a first step towards cultural preservation
NAACL 2024
HABLA: A Dataset of Latin American Spanish Accents for Voice Anti-spoofing
Interspeech 2023