2 papers
cs.CL2026
Beyond Decodability: Reconstructing Language Model Representations with an Encoding Probe
Gaofei Shen, Martijn Bentum, Tomas O. Lentz +2
Probing is widely used to study which features can be decoded from language model representations. However, the common decoding probe approach has two limitations that we aim to so…
cs.CL2025
Word stress in self-supervised speech models: A cross-linguistic comparison
Martijn Bentum, Louis ten Bosch, Tomas O. Lentz
In this paper we study word stress representations learned by self-supervised speech models (S3M), specifically the Wav2vec 2.0 model. We investigate the S3M representations of wor…