Search Results for author:
Found 2 papers, 2 papers with code
Interpretability for Morphological Inflection: from Character-level Predictions to Subword-level Rules
We apply our methodology to analyze the model{'}s decisions on three typologically-different languages and find that a) our pattern extraction method applied to cross-attention weights uncovers variation in form of inflection morphemes, b) pattern extraction from self-attention shows triggers for such variation, c) both types of patterns are closely aligned with grammar inflection classes and class assignment criteria, for all three languages.
From characters to words: the turning point of BPE merges
The distributions of orthographic word types are very different across languages due to typological characteristics, different writing traditions and potentially other factors.
Cannot find the paper you are looking for? You can
Submit a new open access paper.
