Matias Valdenegro-Toro
6 papers · 2025–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 🗺️ Taxonomy Completionist (17)
⭐
Rising Star
(6)
⚡
Prolific Year
(6)
Conferences
EMNLP (3)
NAACL (2)
COLING (1)
Top co-authors
Keywords
monte carlo dropout
(2)
ensemble learning
(2)
natural language processing
(1)
uncertainty quantification
(1)
natural language inference
(1)
question answering
(1)
named entity recognition
(1)
cross-lingual embedding
(1)
information retrieval
(1)
text summarization
(1)
confidence calibration
(1)
document representation
(1)
large multimodal model
(1)
image corruption
(1)
vision-language model
(1)
uncertainty estimation
(1)
temperature scaling
(1)
expected calibration error
(1)
multilingual model
(1)
cross-lingual mapping
(1)
Papers
Cross-Lingual Document Recommendations with Transformer-Based Representations: Evaluating Multilingual Models and Mapping Techniques
COLING 2025
Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints
EMNLP 2025
Uncertainty in Semantic Language Modeling with PIXELS
EMNLP 2025
Confidence Calibration in Large Language Model-Based Entity Matching
EMNLP 2025
Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models
NAACL 2025
Difficulty Estimation in Natural Language Tasks with Action Scores
NAACL 2025