Juan Carlos Martinez Santos
9 papers · 2024–2026 · 1 venue · across top CS/AI venues
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(26)
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Prolific Year · Productive
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Natural Language Processing
(8)
Deep Learning
(7)
Artificial Intelligence
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(6)
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Machine Learning
(3)
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Interdisciplinary
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Knowledge & Reasoning
(1)
Representation
(1)
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Keywords
chain-of-thought prompting
(2)
few-shot learning
(1)
isotonic regression
(1)
logistic regression
(1)
hierarchical classification
(1)
attention mechanism
(1)
machine translation
(1)
word sense disambiguation
(1)
named entity recognition
(1)
dependency parsing
(1)
multimodal learning
(1)
confidence calibration
(1)
synthetic data generation
(1)
affective computing
(1)
natural language processing
(1)
convolutional neural network
(1)
long short-term memory
(1)
model fine-tuning
(1)
retrieval-augmented generation
(1)
margin ranking
(1)
Papers
VerbaNex AI at SemEval-2026 Task 2: DeBERTa for Longitudinal Valence and Arousal Prediction
SemEval 2026
VerbaNexAI at SemEval-2026 Task 4: Two-Stage Narrative Similarity via Fine-Tuned Bi-Encoder with MLP Ensemble
SemEval 2026
VerbaNexAI at SemEval-2026 Task 5: Few-Shot Chain-of-Thought with Selective Self-Consistency and Isotonic Calibration for Word Sense Plausibility Rating
SemEval 2026
VerbaNexAI at SemEval-2026 Task 6: Automatic Detection of Political Evasion through Hierarchical Classification with RoBERTa Large
SemEval 2026
VerbaNexAI at SemEval-2026 Task 7: Integrating Web Snippets and RAG for the Evaluation of Multilingual Cultural Knowledge in LLMs
SemEval 2026
VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT
SemEval 2025
VerbaNexAI at SemEval-2025 Task 3: Fact Retrieval with Google Snippets for LLM Context Filtering to identify Hallucinations
SemEval 2025
VerbaNexAI Lab at SemEval-2024 Task 1: A Multilayer Artificial Intelligence Model for Semantic Relationship Detection
SemEval 2024
VerbaNexAI Lab at SemEval-2024 Task 3: Deciphering emotional causality in conversations using multimodal analysis approach
SemEval 2024