English Word Sense Disambiguation in 2026: When the Labels Become the Bottleneck

Vassili Philippov, Amro Salman, Dmitrii Andreev +4

In English all-words word sense disambiguation (WSD), the labels, not the models, have become the bottleneck: frontier LLMs are accurate enough that the errors surviving in the gol…