In this work, we analyse the implications of this variation on the language modeling (LM) task. We present a large-scale study of state-of-the art n-gram based ...
Through this large-scale multilingual analysis, we shed new light on the current limitations of standard LM models and offer support to fur- ther developments ...
Fine-grained typological features such as exponence, flexivity, fusion, and inflectional synthesis are borne out to be responsible for the proliferation of ...
In this work, we analyse the implications of this variation on the language modeling (LM) task. We present a large-scale study of state-of-the art n-gram based ...
People also ask
What is linguistic typology?
What is the relationship between linguistics and language?
What is the goal of linguistic typology the classification of languages according to?
What is the difference between multilingual and cross lingual language modeling?
Gerz et al. (2018) show that there is a correlation between typological features related to morphology and model performance in language modelling, and ...
Oct 1, 2018 · In this work, we analyse the implications of this variation on the language modeling (LM) task. We present a large-scale study of state-of-the ...
Dive into the research topics of 'On the relation between linguistic typology and (limitations of) multilingual language modeling'. Together they form a unique ...
2022. On the relation between linguistic typology and (limitations of) multilingual language modeling. D Gerz, I Vulic, EM Ponti, R Reichart, A Korhonen.
Mar 17, 2021 · They attributed the differences among languages to four types of morphological systems: isolating, fusional, introflexive, and agglutinative.
On the relation between linguistic typology and (limitations of) multilingual language modeling . In. Proceedings of the 2018 Conference on Empirical Methods ...