George Chrysostomou

19 papers A* 1Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
Compressing Language Models for Specialized Domains.
EACL (Volume 1: Long Papers)
Miles Williams, George Chrysostomou, Vitor Jeronymo, Nikolaos Aletras
2025 J jnl
Compressing Language Models for Specialized Domains.
CoRR
Miles Williams, George Chrysostomou, Vitor Jeronymo, Nikolaos Aletras
2025 — conf
Self-calibration for Language Model Quantization and Pruning.
NAACL (Long Papers)
Miles Williams, George Chrysostomou, Nikolaos Aletras
2024 J jnl
Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization.
Trans. Assoc. Comput. Linguistics
George Chrysostomou, Zhixue Zhao, Miles Williams, Nikolaos Aletras
2024 J jnl
Self-calibration for Language Model Quantization and Pruning.
CoRR
Miles Williams, George Chrysostomou, Nikolaos Aletras
2023 J jnl
Lighter, yet More Faithful: Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization.
CoRR
George Chrysostomou, Zhixue Zhao, Miles Williams, Nikolaos Aletras
2022 — conf
An Empirical Study on Explanations in Out-of-Domain Settings.
ACL (1)
George Chrysostomou, Nikolaos Aletras
2022 J jnl
An Empirical Study on Explanations in Out-of-Domain Settings.
CoRR
George Chrysostomou, Nikolaos Aletras
2022 J jnl
Explainable Natural Language Processing.
Comput. Linguistics
George Chrysostomou
2022 A* conf
Flexible Instance-Specific Rationalization of NLP Models.
AAAI
George Chrysostomou, Nikolaos Aletras
2022 — conf
On the Impact of Temporal Concept Drift on Model Explanations.
EMNLP (Findings)
Zhixue Zhao, George Chrysostomou, Kalina Bontcheva, Nikolaos Aletras
2022 J jnl
On the Impact of Temporal Concept Drift on Model Explanations.
CoRR
Zhixue Zhao, George Chrysostomou, Kalina Bontcheva, Nikolaos Aletras
2021 — conf
Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience.
EMNLP (1)
George Chrysostomou, Nikolaos Aletras
2021 J jnl
Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience.
CoRR
George Chrysostomou, Nikolaos Aletras
2021 — conf
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling.
EMNLP (1)
Atsuki Yamaguchi, George Chrysostomou, Katerina Margatina, Nikolaos Aletras
2021 J jnl
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling.
CoRR
Atsuki Yamaguchi, George Chrysostomou, Katerina Margatina, Nikolaos Aletras
2021 — conf
Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification.
ACL/IJCNLP (1)
George Chrysostomou, Nikolaos Aletras
2021 J jnl
Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification.
CoRR
George Chrysostomou, Nikolaos Aletras
2021 J jnl
Variable Instance-Level Explainability for Text Classification.
CoRR
George Chrysostomou, Nikolaos Aletras