DE eng

Search in the Catalogues and Directories

Hits 1 – 6 of 6

1
Universal Dependencies 2.9
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
BASE
Show details
2
Universal Dependencies 2.8.1
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
BASE
Show details
3
Universal Dependencies 2.8
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
BASE
Show details
4
A Digital Corpus of St. Lawrence Island Yupik ...
BASE
Show details
5
Akuzipik/Yupik (St. Lawrence Island, Alaska, USA; Chukotka, Russia) - Language Snapshot ...
Koonooka, Christopher Petuwaq; Schreiner, Sylvia L.R.; Soldati, Giulia Masella. - : Language Documentation and Description, 2021
BASE
Show details
6
Morphology Matters: A Multilingual Language Modeling Analysis ...
Abstract: Prior studies in multilingual language modeling (e.g., Cotterell et al., 2018; Mielke et al., 2019) disagree on whether or not inflectional morphology makes languages harder to model. We attempt to resolve the disagreement and extend those studies. We compile a larger corpus of 145 Bible translations in 92 languages and a larger number of typological features. We fill in missing typological data for several languages and consider corpus-based measures of morphological complexity in addition to expert-produced typological features. We find that several morphological measures are significantly associated with higher surprisal when LSTM models are trained with BPE-segmented data. We also investigate linguistically-motivated subword segmentation strategies like Morfessor and Finite-State Transducers (FSTs) and find that these segmentation strategies yield better performance and reduce the impact of a language's morphology on language modeling. ... : To appear in TACL, a pre-MIT Press publication version; 15 pages, 3 figures; for the datasets, see https://github.com/hayleypark/MorphologyMatters ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2012.06262
https://arxiv.org/abs/2012.06262
BASE
Hide details

Catalogues
0
0
0
0
0
0
0
Bibliographies
0
0
0
0
0
0
0
0
0
Linked Open Data catalogues
0
Online resources
0
0
0
0
Open access documents
6
0
0
0
0
© 2013 - 2024 Lin|gu|is|tik | Imprint | Privacy Policy | Datenschutzeinstellungen ändern