Fernando Martínez-Plumed
10 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21)
🏆
Keyword Champion
(2)
🤝
Dynamic Duo
(10)
💎
Century Club · Bronze
🗃️
Keyword Collector
(52)
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Core AI
(6)
Optimization & Theory
(5)
Application Areas
(4)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Cognitive Science
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
ai evaluation
(3)
model evaluation
(2)
data contamination
(2)
instance difficulty
(2)
item response theory
(1)
multimodal learning
(1)
uncertainty quantification
(1)
computational model
(1)
ai system
(1)
foundation model
(1)
scaling law
(1)
adversarial example
(1)
conditional probability
(1)
performance prediction
(1)
predictive accuracy
(1)
human-ai interaction
(1)
test performance
(1)
multimodal model
(1)
explainable ai
(1)
Papers
Contamination Budget: Trade-offs Between Breadth, Depth and Difficulty
IJCAI 2025
PredictaBoard: Benchmarking LLM Score Predictability
ACL 2025
A Proposal for Scaling the Scaling Laws
EACL 2024
Confounders in Instance Variation for the Analysis of Data Contamination
ACL 2024
Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint)
AAAI 2024
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks (Extended Abstract)*
IJCAI 2022
Training on the Test Set: Mapping the System-Problem Space in AI
AAAI 2022
When AI Difficulty Is Easy: The Explanatory Power of Predicting IRT Difficulty
AAAI 2022
The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI
IJCAI 2018
Computer Models Solving Intelligence Test Problems: Progress and Implications (Extended Abstract)
IJCAI 2017