Simple Additions, Substantial Gains: Expanding Scripts, Languages, and Lineage Coverage in URIEL+

arXiv:2510.27183 · cs.CL · Submitted 2025-10-31 · Read on arXiv

cs.CL

Submitted: 2025-10-31

Updated: 2026-08-31

Code: https://github.com/LeeLanguageLab/URIELPlus

Terminology

Sparsity — 49× in this paper · explained in 4 episodes
Low-Resource Languages — 16× in this paper · explained in 4 episodes
Cross-lingual Transfer — 13× in this paper · explained in 2 episodes
Accuracy — 7× in this paper · explained in 1 episode
Aggregation — 7× in this paper · explained in 1 episode
Alignment — 7× in this paper · explained in 1 episode
Benchmark — 5× in this paper · explained in 2 episodes
Ablation — 4× in this paper · explained in 1 episode
Downstream Tasks — 3× in this paper · explained in 2 episodes
Ablation study — 2× in this paper · explained in 1 episode
Breadth-First Search — 2× in this paper
Empirical Methods in Natural Language Processing — 2× in this paper
Transfer Learning — 2× in this paper · explained in 10 episodes
Adaptation — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 3 episodes
Clustering — 1× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Foundation Model — 1× in this paper · explained in 3 episodes
Foundation Models — 1× in this paper · explained in 7 episodes
Regularization — 1× in this paper · explained in 3 episodes
Transferability — 1× in this paper · explained in 4 episodes
Transformer — 1× in this paper · explained in 2 episodes
Zero-Shot Transfer — 1× in this paper · explained in 3 episodes

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