2 papers
cs.CL2026
Disentangling Linguistic and Paralinguistic Information with Routed Sparse Autoencoders
Beimnet Bekele Guta, Xiaoyu Yang, Guangzhi Sun +1
Self-supervised speech encoders contain linguistic and paralinguistic information in a shared, entangled representation space. We combine a TopK sparse autoencoder with route-speci…
cs.LG2026
Localized TabICLv2: Scaling Tabular In-Context Learning through k-NN
Beimnet Bekele Guta
Foundational models for tabular data have made significant progress in recent years, with TabICLv2 reporting state-of-the-art performance on several tabular classification tasks. H…