Miguel Romero Calvo
3 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Representation
(1)
Keywords
transformer architecture
(1)
contrastive learning
(1)
multi-task learning
(1)
embedding learning
(1)
information retrieval
(1)
document retrieval
(1)
graph embedding
(1)
intrinsic dimensionality
(1)
knowledge graph
(1)
mixture of expert
(1)
text embedding
(1)
retrieval-augmented generation
(1)
contrastive training
(1)
temperature parameter
(1)
embedding model
(1)
scientific literature
(1)
biomedical entity extraction
(1)
task specialization
(1)
dense embedding
(1)
embedding compression
(1)
Papers
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models
ACL 2025
Effective post-training embedding compression via temperature control in contrastive training
ICLR 2025
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature
AACL 2020