Soniya Vijayakumar, M.Sc.

Publikationen

1. Investigating the Encoding of Words in BERT's Neurons Using Feature Textualization

   Tanja Bäumel; Soniya Vijayakumar; Josef van Genabith; Günter Neumann; Simon Ostermann

   In: Yonatan Belinkov; Sophie Hao; Jaap Jumelet; Najoung Kim; Arya McCarthy; Hosein Mohebbi (Hrsg.). Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP. Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP-2023), Singapore, Pages 261-270, Association for Computational Linguistics, 2023.
2. Where exactly does contextualization in a PLM happen?

   Soniya Vijayakumar; Tanja Bäumel; Simon Ostermann; Josef van Genabith

   Association for Computational Linguistics, 2023.
3. Interpretability in Activation Space Analysis of Transformers: A Focused Survey

   Soniya Vijayakumar

   In: AIMLAI' 22 Workshop. ACM International Conference on Information and Knowledge Management (CIKM-2022), October 17-21, Atlanta, Georgia, USA, CEUR Workshop Proceeding, Vol. 3318, CEUR, 2022.