George Chrysostomou

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 14

Top Topics

Language Modeling

Sentence Retrieval

Language Processing

Top Venues

Comput. Linguistics

Publications

George Chrysostomou, Zhixue Zhao, Miles Williams, Nikolaos Aletras
Lighter, yet More Faithful: Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization. CoRR (2023)
George Chrysostomou, Nikolaos Aletras
An Empirical Study on Explanations in Out-of-Domain Settings. CoRR (2022)
Zhixue Zhao, George Chrysostomou, Kalina Bontcheva, Nikolaos Aletras
On the Impact of Temporal Concept Drift on Model Explanations. CoRR (2022)
George Chrysostomou
Explainable Natural Language Processing. Comput. Linguistics 48 (4) (2022)
George Chrysostomou, Nikolaos Aletras
An Empirical Study on Explanations in Out-of-Domain Settings. ACL (1) (2022)
Zhixue Zhao, George Chrysostomou, Kalina Bontcheva, Nikolaos Aletras
On the Impact of Temporal Concept Drift on Model Explanations. EMNLP (Findings) (2022)
George Chrysostomou, Nikolaos Aletras
Flexible Instance-Specific Rationalization of NLP Models. AAAI (2022)
George Chrysostomou, Nikolaos Aletras
Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience. EMNLP (1) (2021)
George Chrysostomou, Nikolaos Aletras
Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience. CoRR (2021)
Atsuki Yamaguchi, George Chrysostomou, Katerina Margatina, Nikolaos Aletras
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling. CoRR (2021)
George Chrysostomou, Nikolaos Aletras
Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification. CoRR (2021)
George Chrysostomou, Nikolaos Aletras
Variable Instance-Level Explainability for Text Classification. CoRR (2021)
George Chrysostomou, Nikolaos Aletras
Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification. ACL/IJCNLP (1) (2021)
Atsuki Yamaguchi, George Chrysostomou, Katerina Margatina, Nikolaos Aletras
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling. EMNLP (1) (2021)