posted by user: YanhuaLi || 7101 views || tracked by 11 users: [display]

Multilingual 2021 : Multilingual Representations for NLP

FacebookTwitterLinkedInGoogle

Link: https://www.atlantis-press.com/journals/nlpr/news
 
When Dec 4, 2020 - Mar 20, 2021
Where Online
Submission Deadline Mar 20, 2021
Categories    natural language processing   NLP   multilingual   artificial intelligence
 

Call For Papers



Special Issue on "Multilingual Representations for NLP"

*Aims and Scope*

This special issue invites articles on all aspects of multi- and cross-lingual text representations inNLP. Beyond standard zero-shot cross-lingual text classification transfer, particular focus is onchallenging application scenarios of cross-lingual representations such as using them as a basisfor evaluation metrics in machine translation without human references (reference-free evaluationmetrics) and scenarios involving (very) low-resource languages and highly distant language pairs.Analyses of cross-lingual representations and novel benchmarks are, furthermore, of high interest.Further main topics are listed below.

Original submissions as well as substantial extensions of submitted conference papers arewelcome.

*Main Topics*

-Evaluation metrics for MT based on cross-lingual representations (“reference-free evaluation”)
-Evaluation of cross-lingual representations for low-resource languages and highly distant language pairs
-Explainability and interpretability of multi- and cross-lingual representations
-Novel analyses of cross-lingual and multilingual representations
-Measuring language similarity from cross-lingual representations
-Predicting missing typological features from multilingual representations
-Extending representations to new languages and tasks with minimal supervision
-Self-supervised cross-lingual representation learning
-Zero-shot or few-shot cross-lingual transfer for language understanding and generation
-Automatic large-scale multilingual corpus mining
-Cost-effective annotation for multilingual applications
-Resources for training or evaluating cross-lingual representations
-Novel cross-lingual and multilingual benchmarks

*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

DEPLING 2023   International Conference on Dependency Linguistics
IEEE Xplore-Ei/Scopus-CCCAI 2023   2023 International Conference on Communications, Computing and Artificial Intelligence (CCCAI 2023) -EI Compendex
MMNLG 2023   Workshop on Multimodal, Multilingual Natural Language Generation In conjunction with INLG/SIGDIAL 2023
JCRAI 2023-Ei Compendex & Scopus 2023   2023 International Joint Conference on Robotics and Artificial Intelligence (JCRAI 2023)
EMNLP 2023   The 2023 Conference on Empirical Methods in Natural Language Processing
ICLR 2023   International Conference on Learning Representations
CFMAI 2023   2023 5th International Conference on Frontiers of Mathematics and Artificial Intelligence (CFMAI 2023)
SIGTYP 2023   5th Workshop on Research in Computational Linguistic Typology and Multilingual NLP
JCICE 2024   2024 International Joint Conference on Information and Communication Engineering(JCICE 2024)
NMLM 2023   Frontiers: Neurocomputational models of language processing