posted by user: YanhuaLi || 1310 views || tracked by 4 users: [display]

Multilingual NLP 2021 : Multilingual Approaches to NLP

FacebookTwitterLinkedInGoogle

Link: https://www.atlantis-press.com/journals/nlpr/news
 
When N/A
Where N/A
Submission Deadline May 15, 2021
Categories    natural language processing
 

Call For Papers

Special Issue on "Multilingual Approaches to NLP"

*Aims and Scope*

Multilingual approaches to natural language processing (NLP) have become increasingly popular with the field’s growing awareness of the limitations of monolingual approaches, and the realisationthat a single language can never be representative for the whole world’s linguistic diversity. One constant obstacle to multilingual NLP, is the access to sufficient labelled data in low-resource languages. This is partially alleviated by multilingual resources such as the Universal Dependencies, and Unimorph. A growing body of work has focused on transfer learning methods which often use data from relatively high-resource languages, for low-resource ones. This approach is crucial to the success of NLP for low-resource languages, as it is unfeasible to obtain labelled data for all languages in the world. Furthermore, even high-resource languages may benefit from multilingual transfer from other languages.

*Main Topics*
-Multilingual NLP
-Language-independent training, architecture design, and hyperparameter tuning. -Integration of typological features in multilingual learning
-Typologically inspired NLP architectures
-Cross-lingual transfer
-Low-resource NLP
-Linguistic Diversity and Fairness
-Interpretability of Multilingual Models
-Evaluation of language-independent methods
-Adaptation of monolingual methods to cross-lingual settings
-Construction / annotation of multilingual resources
-Techniques for simultaneous modelling of several languages

*How to Submit*
Please visit journal author guideline at: https://www.atlantis-press.com/journals/nlpr/author-guidelines

more information please contact Yanhua.li@atlantis-press.com

Related Resources

CRAC-corefud 2022   CRAC 2022 Shared Task on Multilingual Coreference Resolution
ECNLPIR 2022   2022 European Conference on Natural Language Processing and Information Retrieval (ECNLPIR 2022)
IJITCA 2022   International Journal of Information Technology, Control and Automation
NLPTA 2022   3rd International Conference on NLP Techniques and Applications
CLNLP 2022   2022 3rd International Conference on Computational Linguistics and Natural Language Processing (CLNLP 2022)
NLDM 2022   2nd International Conference on NLP & Data Mining
NLMLT 2022   International Conference on NLP and Machine Learning Trends
ACM-Ei/Scopus-ITNLP 2022   2022 2nd International Conference on Information Technology and Natural Language Processing (ITNLP 2022) -EI Compendex
OPTLJ 2022   Integrated Optics and Lightwave : An International Journal
MML 2022   Call for papers: Workshop on Multilingual Multimodal Learning (ACL workshop)