https:\/\/loreslm.github.io\/specialissue <\/a><\/p>\n\n\n\nNeural language models have revolutionised natural language processing (NLP) and have provided state-of-the-art results for many tasks. However, their effectiveness is largely dependent on the pre-training resources. Therefore, language models (LMs) often struggle with low-resource languages in both training and evaluation. Recently, there has been a growing trend in developing and adopting LMs for low-resource languages. This special issue aims to provide a forum for researchers to share and discuss their ongoing work on LMs for low-resource languages.<\/p>\n\n\n\n
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We invite submissions on a broad range of topics related to the development and evaluation of neural language models for low-resource languages, including but not limited to the following.<\/p>\n\n\n\n
– Building language models for low-resource languages.<\/p>\n\n\n\n
– Adapting\/extending existing language models\/large language models for low-resource languages.<\/p>\n\n\n\n
– Corpora creation and curation technologies for training language models\/large language models for low-resource languages.<\/p>\n\n\n\n
– Benchmarks to evaluate language models\/large language models in low-resource languages.<\/p>\n\n\n\n
– Prompting\/in-context learning strategies for low-resource languages with large language models.<\/p>\n\n\n\n
– Review of available corpora to train\/fine-tune language models\/large language models for low-resource languages.<\/p>\n\n\n\n
– Multilingual\/cross-lingual language models\/large language models for low-resource languages.<\/p>\n\n\n\n
– Applications of language models\/large language models for low-resource languages (i.e. machine translation, chatbots, content moderation, etc.)<\/p>\n\n\n\n
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Paper submission: December 31, 2025 <\/p>\n\n\n\n
First decision: March 31, 2026- April 30, 2026 <\/p>\n\n\n\n
Revised version submission: May 1, 2026- June 1, 2026 <\/p>\n\n\n\n
Final decision: August 30, 2026 <\/p>\n\n\n\n
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Submissions should be formatted according to the journal guidelines available – https:\/\/www.cambridge.org\/core\/journals\/natural-language-processing\/information\/author-instructions\/preparing-your-materials and submitted through the manuscript submission system – https:\/\/mc.manuscriptcentral.com\/nlp. To ensure your manuscript is considered for this special issue, please select \u201cLanguage Models for Low-Resource Languages\u201d under Special Issue Designation when uploading your manuscript.<\/p>\n\n\n\n
Guest Editors<\/strong><\/p>\n\n\n\nHansi Hettiarachchi, Lancaster University, UK <\/p>\n\n\n\n
Tharindu Ranasinghe, Lancaster University, UK <\/p>\n\n\n\n
Paul Rayson, Lancaster University, UK <\/p>\n\n\n\n
Ruslan Mitkov, Lancaster University, UK <\/p>\n\n\n\n
Mohamed Gaber, Queensland University of Technology, Australia<\/p>\n\n\n\n
Guest Editorial Board<\/strong><\/p>\n\n\n\nG\u00e1bor Bella – IMT Atlantique, France <\/p>\n\n\n\n
Ana-Maria Bucur – University of Bucharest, Romania <\/p>\n\n\n\n
\u00c7a\u011fr\u0131 \u00c7\u00f6ltekin – University of T\u00fcbingen, Germany <\/p>\n\n\n\n
Vera Danilova – Uppsala University, Sweden <\/p>\n\n\n\n
Ona de Gibert – University of Helsinki, Finland <\/p>\n\n\n\n
Ignatius Ezeani – Lancaster University, UK <\/p>\n\n\n\n
Amal Htait – Aston University, UK <\/p>\n\n\n\n
Ali H\u00fcrriyeto\u011flu – Wageningen University & Research, Netherlands <\/p>\n\n\n\n
Danka Jokic – University of Belgrade, Serbia <\/p>\n\n\n\n
Diptesh Kanojia – University of Surrey, UK <\/p>\n\n\n\n
Taro Watanabe – Nara Institute of Science and Technology, Japan <\/p>\n\n\n\n
Muhidin Mohamed – Aston University, UK <\/p>\n\n\n\n
Alistair Plum – University of Luxembourg, Luxembourg <\/p>\n\n\n\n
Damith Premasiri – Lancaster University, UK <\/p>\n\n\n\n
Guokan Shang – Mohamed bin Zayed University of Artificial Intelligence, France <\/p>\n\n\n\n
Ravi Shekhar – University of Essex, UK<\/p>\n\n\n\n
Best Regards<\/p>\n\n\n\n
Tharindu Ranasinghe on behalf of the Guest Editors<\/p>\n","protected":false},"excerpt":{"rendered":"
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\u041f\u0440\u043e\u0447\u0438\u0442\u0430\u0458\u0442\u0435 \u0432\u0438\u0448\u0435<\/i><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1235","post","type-post","status-publish","format-standard","hentry","category-vesti"],"_links":{"self":[{"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/posts\/1235","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/comments?post=1235"}],"version-history":[{"count":1,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/posts\/1235\/revisions"}],"predecessor-version":[{"id":1236,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/posts\/1235\/revisions\/1236"}],"wp:attachment":[{"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/media?parent=1235"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/categories?post=1235"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/tags?post=1235"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}