9 citations · 11 across the 12 of their papers we have counts for
3 papers · 1 filter
On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility
Kushal Tatariya, Wessel Poelman, Miryam de Lhoneux
Language model architectures are predominantly first created for English and subsequently applied to other languages. It is an open question whether this architectural bias leads t…
Confounding Factors in Relating Model Performance to Morphology
Wessel Poelman, Thomas Bauwens, Miryam de Lhoneux
The extent to which individual language characteristics influence tokenization and language modeling is an open question. Differences in morphological systems have been suggested a…
Type and Complexity Signals in Multilingual Question Representations
Robin Kokot, Wessel Poelman
This work investigates how a multilingual transformer model represents morphosyntactic properties of questions. We introduce the Question Type and Complexity (QTC) dataset with sen…