Karel D’Oosterlinck
6 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Deep Learning
(2)
Techniques
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Clinical
(1)
Core AI · Computer Vision
(1)
Learning Types
(1)
Optimization & Theory
(1)
Research
(1)
Keywords
concept-based explanation
(1)
natural language processing
(1)
text classification
(1)
information extraction
(1)
named entity recognition
(1)
neural network interpretability
(1)
model analysis
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
vision-language model
(1)
model explanation
(1)
clip model
(1)
faithfulness evaluation
(1)
neuron analysis
(1)
clinical text
(1)
natural language explanation
(1)
biomedical text mining
(1)
biomedical literature
(1)
causal mediation
(1)
neural network
(1)
Papers
MSCAW-coref: Multilingual, Singleton and Conjunction-Aware Word-Level Coreference Resolution
EMNLP 2024
Updating CLIP to Prefer Descriptions Over Captions
EMNLP 2024
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance
EMNLP 2023
Causal Proxy Models for Concept-based Model Explanations
ICML 2023
CAW-coref: Conjunction-Aware Word-level Coreference Resolution
EMNLP 2023
Rigorously Assessing Natural Language Explanations of Neurons
EMNLP 2023