Fernando Sanchez-Vega
6 papers · 2018–2026 · 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 (14) 🐣 Hot Topic Early Bird
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Keyword Champion
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Applications
(4)
Core AI
(3)
Application Areas
(2)
Deep Learning
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
text classification
(4)
data augmentation
(3)
ensemble learning
(1)
in-context learning
(1)
cross-lingual transfer
(1)
multimodal learning
(1)
bias detection
(1)
synthetic data generation
(1)
ensemble method
(1)
multimodal classification
(1)
multimodal fusion
(1)
polarization detection
(1)
cyberbullying detection
(1)
depression detection
(1)
multilingual model
(1)
hate speech detection
(1)
diffusion language model
(1)
clinical interview
(1)
dynamic regularization
(1)
irony detection
(1)
Papers
NLP-CIMAT at SemEval-2026 Task 9: LLM-Based One-Shot and Cross-Lingual Data Augmentation for Polarization Detection
SemEval 2026
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations
NAACL 2024
DAIC-WOZ: On the Validity of Using the Therapist’s prompts in Automatic Depression Detection from Clinical Interviews
NAACL 2024
Improving aggressiveness detection using a data augmentation technique based on a Diffusion Language Model
NAACL 2024
Dynamic Regularization in UDA for Transformers in Multimodal Classification
ACL 2023
INAOE-UPV at SemEval-2018 Task 3: An Ensemble Approach for Irony Detection in Twitter
SemEval 2018