Ehsan Aghazadeh
3 papers · 2021–2023 · 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 · Bronze
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Machine Learning
(3)
Core Methods
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Deep Learning
(2)
Natural Language Processing
(2)
Architectures
(2)
Generation
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Resources & Methods
(2)
Artificial Intelligence
(1)
Applications
(1)
Core AI
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Understanding
(1)
Keywords
representation learning
(1)
knowledge transfer
(1)
cross-lingual transfer
(1)
semantic knowledge
(1)
contextual representation
(1)
linguistic knowledge
(1)
probing analysis
(1)
layer-wise analysis
(1)
model explanation
(1)
pre-trained language model
(1)
metaphor detection
(1)
bert-based model
(1)
representation analysis
(1)
cross-lingual generalization
(1)
gradient-based attribution
(1)
attention visualization
(1)
layer-wise probing
(1)
Papers
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition
ACL 2023
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages
ACL 2022
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations
EMNLP 2021