Soniya Vijayakumar

According to our database, Soniya Vijayakumar authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Probing Context Localization of Polysemous Words in Pre-trained Language Model Sub-Layers.

Soniya Vijayakumar, Josef van Genabith, Simon Ostermann

CoRR, 2024

2023

Where exactly does contextualization in a PLM happen?

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

CoRR, 2023

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

Tanja Baeumel, Soniya Vijayakumar, Josef van Genabith, Guenter Neumann, Simon Ostermann

Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2023

2022

Interpretability in Activation Space Analysis of Transformers: A Focused Survey.

Soniya Vijayakumar

Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022