From the 1 of 3 linked papers with an AI index.
3 papers
cs.LG2026
Latent States in Neural Networks: Recovering the Temporal Structure of Drifting Data from Model Weights
Kevin Guan
The paper studies whether hidden regimes in temporally drifting data streams can be identified from the weights of sequentially trained neural classifiers by fitting a hidden Marko…
cs.CL2026
AfriSUD: A Dependency Treebank Collection for Evaluating Models on African Languages
Happy Buzaaba, Cheikh Mouhamadou Bamba Dione, David Ifeoluwa Adelani +15
Despite their linguistic diversity and global significance, African languages remain underrepresented in research and resources to support NLP. We aim to bridge this gap by introdu…
cs.CL2026
Dependency Parsing Across the Resource Spectrum: Evaluating Architectures on High and Low-Resource Languages
Kevin Guan, Happy Buzaaba, Christiane Fellbaum
Transformer-based models achieve state-of-the-art dependency parsing for high-resource languages, yet their advantage over simpler architectures in low-resource settings remains po…