6 citations · 13 across the 13 of their papers we have counts for
4 papers · 1 filter
Language Models Use Monotonicity to Assess NPI Licensing
Jaap Jumelet, Milica Denić, Jakub Szymanik +2
We investigate the semantic knowledge of language models (LMs), focusing on (1) whether these LMs create categories of linguistic environments based on their semantic monotonicity…
A multilabel approach to morphosyntactic probing
Naomi Tachikawa Shapiro, Amandalynne Paullada, Shane Steinert-Threlkeld
We introduce a multilabel probing task to assess the morphosyntactic representations of word embeddings from multilingual language models. We demonstrate this task with multilingua…
A Masked Segmental Language Model for Unsupervised Natural Language Segmentation
C. M. Downey, Fei Xia, Gina-Anne Levow +1
Segmentation remains an important preprocessing step both in languages where "words" or other important syntactic/semantic units (like morphemes) are not clearly delineated by whit…
Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining
Chih-chan Tien, Shane Steinert-Threlkeld
This work presents methods for learning cross-lingual sentence representations using paired or unpaired bilingual texts. We hypothesize that the cross-lingual alignment strategy is…