Beatrix M. G. Nielsen

According to our database, Beatrix M. G. Nielsen authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

Why not to use Cosine Similarity between Label Representations.

Beatrix M. G. Nielsen

CoRR, March, 2026

Logit Distance Bounds Representational Similarity.

Beatrix M. G. Nielsen, Emanuele Marconato, Luigi Gresele, Andrea Dittadi, Simon Buchholz

CoRR, February, 2026

2025

When Does Closeness in Distribution Imply Representational Similarity? An Identifiability Perspective.

Beatrix M. G. Nielsen, Emanuele Marconato, Andrea Dittadi, Luigi Gresele

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Prediction Hubs are Context-Informed Frequent Tokens in LLMs.

Beatrix Miranda Ginn Nielsen, Iuri Macocco, Marco Baroni

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Hubness Reduction Improves Sentence-BERT Semantic Spaces.

Beatrix Miranda Ginn Nielsen, Lars Kai Hansen

Proceedings of the Northern Lights Deep Learning Conference, 2024

DiffEnc: Variational Diffusion with a Learned Encoder.

Beatrix Miranda Ginn Nielsen, Anders Christensen, Andrea Dittadi, Ole Winther

Proceedings of the Twelfth International Conference on Learning Representations, 2024