Jairo Serrano

4 papers · 2026–2026 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

SemEval (4)

Top co-authors

Edwin Puertas (4) Juan Carlos Martinez Santos (4) Deyson Gómez Sánchez (1) Daniel Peña Gnecco (1) Jeison Jimenez Alvear (1) Danileth Almanza (1) Pablo Pertuz-Duran (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Natural Language Processing (3) Core AI (3) Learning Types (3) Machine Learning (1) Applications (1) Core Methods (1) Resources & Methods (1) Understanding (1)

Keywords

margin ranking (1) few-shot learning (1) hierarchical classification (1) word sense disambiguation (1) confidence calibration (1) synthetic data generation (1) isotonic regression (1) retrieval-augmented generation (1) chain-of-thought prompting (1) sentence embedding (1) few-shot prompting (1) evidence retrieval (1) ensemble inference (1) semantic relatedness (1) question-answer pair (1) dual-encoder architecture (1) narrative similarity (1) sequence classifier (1) multilingual cultural knowledge (1) political evasion detection (1)

Papers

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