[Corpora-List] 2nd CALL FOR PAPERS: Frontiers in Artificial Intelligence - Special Topic on Natural Language Processing for Low-resource Languages and Domains

Surangika Ranathunga surangika at cse.mrt.ac.lk
Thu Jan 20 08:22:29 CET 2022

Dear Colleagues

We are pleased to announce that the submission is open for a new research topic in Frontiers in Artificial Intelligence - Natural Language Processing for Low-resource Languages and Domains.


Abstract submission - 01 March 2022

Manuscript submission - 01 May 2022

We welcome any type of contributions related to low resource languages and domains. These include, but are not limited to:

*• NLP Techniques for low-resource languages or domains*

• Domain adaptation

• Transfer learning

• Zero-shot and few-shot learning

• Meta learning

• Knowledge distillation

• Multilingual and cross-lingual learning

• Data augmentation

*• Dataset and Evaluation for low-resource languages or domains*

• New benchmarks

• evaluation mechanism

• Multimodal resources Language resources (multilingual/monolingual, annotated/unannotated)

*• NLP Tasks for low-resource languages or domains*

• Bias, fairness and ethics in NLP

• Dialog and interactive systems

• Discourse and pragmatics

• Document analysis including text categorization, topic models, and retrieval

• Natural language generation

• Information extraction, text mining, and question answering

• Language-inclusive multimodal integration

• Machine translation

• Multilinguality

• Phonology, morphology, and word segmentation

• Semantics

• Text classification

• Fake news and hate-speech detection

• Sentiment analysis and opinion mining

• Social media analysis: Twitter, blogs, discussion forums, and other social media

• Speech, prosody, and spoken dialog

• Summarization

• Tagging, chunking, syntax, and parsing

For more information, visit https://www.frontiersin.org/research-topics/28809/natural-language-processing-for-low-resource-languages-and-domains


The topic editors

Matthew Purver, Surangika Ranathunga, Ravi Shekhar, Rishemjit Kaur, En-Shiun Annie Lee -------------- next part -------------- A non-text attachment was scrubbed... Name: not available Type: text/html Size: 13368 bytes Desc: not available URL: <https://mailman.uib.no/public/corpora/attachments/20220120/0ddcee0f/attachment.txt>

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