The role of typological feature prediction in NLP and linguistics
J Bjerva - Computational Linguistics, 2023 - direct.mit.edu
Computational typology has gained traction in the field of Natural Language Processing
(NLP) in recent years, as evidenced by the increasing number of papers on the topic and the …
(NLP) in recent years, as evidenced by the increasing number of papers on the topic and the …
A crosslingual investigation of conceptualization in 1335 languages
Y Liu, H Ye, L Weissweiler, P Wicke, R Pei… - ar** cross-lingual datasets: The case of phonology, concreteness, and affectiveness
Colexification refers to the linguistic phenomenon where a single lexical form is used to
convey multiple meanings. By studying cross-lingual colexifications, researchers have …
convey multiple meanings. By studying cross-lingual colexifications, researchers have …
Multilingual Gradient Word-Order Typology from Universal Dependencies
While information from the field of linguistic typology has the potential to improve
performance on NLP tasks, reliable typological data is a prerequisite. Existing typological …
performance on NLP tasks, reliable typological data is a prerequisite. Existing typological …
[PDF][PDF] Machine Learning and Transformer Models for Language-Independent Sentiment Analysis
Experimental results demonstrate that transformer models, particularly XLM-RoBERTa with
prompt-based fine-tuning, outperform both classical and deep learning methods. The results …
prompt-based fine-tuning, outperform both classical and deep learning methods. The results …
Patterns of Persistence and Diffusibility across World's Languages
Language similarities can be caused by genetic relatedness, areal contact, universality, or
chance. Colexification, ie~ a type of similarity where a single lexical form is used to convey …
chance. Colexification, ie~ a type of similarity where a single lexical form is used to convey …
[PDF][PDF] Exploring Phonetic Features in Language Embeddings for Unseen Language Varieties of Austrian German
L Gutscher, M Pucher - Proceedings of the 20th Conference on …, 2024 - aclanthology.org
Vectorized language embeddings of raw audio data improve tasks like language
recognition, automatic speech recognition, and machine translation. Although embeddings …
recognition, automatic speech recognition, and machine translation. Although embeddings …