Ian Berlot-Attwell
4 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
❓
The Questioner
(2)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Application Areas
(3)
Deep Learning
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Applications
(1)
Clinical
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Keywords
algorithmic fairness
(1)
visual question answering
(1)
mathematical reasoning
(1)
in-context learning
(1)
multimodal learning
(1)
evaluation methodology
(1)
computational efficiency
(1)
compositional generalization
(1)
evaluation metric
(1)
word embedding
(1)
equalized odd
(1)
medical prediction
(1)
clinical text
(1)
clinical nlp
(1)
metric evaluation
(1)
relevance scoring
(1)
neural network
(1)
library learning
(1)
dialogue relevance
(1)
human score
(1)
Papers
Is This LLM Library Learning? Evaluation Must Account For Compute and Behaviour
EACL 2026
Attribute Diversity Determines the Systematicity Gap in VQA
EMNLP 2024
Relevance in Dialogue: Is Less More? An Empirical Comparison of Existing Metrics, and a Novel Simple Metric
ACL 2022
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP
EMNLP 2020