George Chrysostomou
8 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
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Research topics
Keywords
text classification
(3)
feature attribution
(3)
faithful explanation
(2)
model interpretability
(2)
attention mechanism
(2)
text representation
(1)
rationale extraction
(1)
token classification
(1)
model pruning
(1)
language model
(1)
synthetic data
(1)
model explanation
(1)
post-hoc explanation
(1)
masked language modeling
(1)
explanation faithfulness
(1)
calibration method
(1)
faithfulness evaluation
(1)
task-specific information
(1)
transformer-based model
(1)
calibration data
(1)
Papers
Compressing Language Models for Specialized Domains
EACL 2026
Self-calibration for Language Model Quantization and Pruning
NAACL 2025
An Empirical Study on Explanations in Out-of-Domain Settings
ACL 2022
Flexible Instance-Specific Rationalization of NLP Models
AAAI 2022
On the Impact of Temporal Concept Drift on Model Explanations
EMNLP 2022
Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience
EMNLP 2021
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling
EMNLP 2021
Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification
ACL 2021