George Chrysostomou
9 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π§ Keyword Pioneer π Conference Polyglot (5) π Interdisciplinary Bridge π Academic Marathon (5)
πΊοΈ
Taxonomy Completionist
(16)
π
Trend Setter
Conferences
EMNLP (3)
ACL (2)
AAAI (1)
EACL (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Research topics
Keywords
text classification
(4)
attention mechanism
(3)
feature attribution
(3)
faithful explanation
(2)
model interpretability
(2)
model explanation
(2)
rationale extraction
(1)
token classification
(1)
model pruning
(1)
language model
(1)
synthetic datum
(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 datum
(1)
text rank
(1)
Papers
Compressing Language Models for Specialized Domains
EACL 2026
Self-calibration for Language Model Quantization and Pruning
NAACL 2025
Flexible Instance-Specific Rationalization of NLP Models
AAAI 2022
An Empirical Study on Explanations in Out-of-Domain Settings
ACL 2022
On the Impact of Temporal Concept Drift on Model Explanations
EMNLP 2022
Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification
ACL 2021
Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification
IJCNLP 2021
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling
EMNLP 2021
Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience
EMNLP 2021