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Workshop on Advancing NLP for Low-Resource Languages 2025 — accepted papers

Workshop on Advancing NLP for Low-Resource Languages 2025 is the 2025 edition of the Workshop on Advancing NLP for Low-Resource Languages, held in Varna, Bulgaria, September 2025 (publisher: INCOMA Ltd.). The ACL Anthology lists 18 papers of it; our library holds 4 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Varna, Bulgaria · 🗓 September 2025

 18papers in the proceedings 4works in our library 6citations of these works

All accepted papers (18)

The most cited first; 4 with our summary link to their page here, the others to the original.

  1. A Benchmark for Evaluating Logical Reasoning in Georgian For Large Language Models ↗Irakli Koberidze, Archil Elizbarashvili, Magda Tsintsadze
  2. A Multi-Task Learning Approach to Dialectal Arabic Identification and Translation to Modern Standard ArabicAbdullah Khered, Youcef Benkhedda, Riza Batista-Navarroour summary
  3. A thresholding method for Improving translation Quality for Indic MT task ↗Sudhansu Bala Das, Leo Raphael Rodrigues, Tapas Kumar Mishra et al.
  4. ADOR: Dataset for Arabic Dialects in Hotel Reviews: A Human Benchmark for Sentiment AnalysisMaram I. Alharbi, Saad Ezzini, Hansi Hettiarachchi et al.our summary
  5. Automatic Fact-checking in English and Telugu ↗Ravi Kiran Chikkala, Tatiana Anikina, Natalia Skachkova et al.
  6. Bridging the Gap: Leveraging Cherokee to Improve Language Identification for Endangered Iroquoian Languages ↗Liam Enzo Eggleston, Michael P. Cacioli, Jatin Sarabu et al.
  7. Building a Lightweight Classifier to Distinguish Closely Related Language Varieties with Limited Supervision: The Case of Catalan vs Valencian ↗Raúl García Cerdá, María Miró Maestre, Miquel Canal
  8. Efficient Architectures For Low-Resource Machine TranslationEdoardo Signoroni, Pavel Rychly, Ruggero Signoroniour summary
  9. Evaluating LLM Capabilities in Low-Resource Contexts: A Case Study of Persian Linguistic and Cultural Tasks ↗Jasmin Heierli, Rebecca Bahar Ganjineh, Elena Gavagnin
  10. Explicit Edge Length Coding to Improve Long Sentence Parsing Performance ↗Khensa Daoudi, Mathieu Dehouck, Rayan Ziane et al.
  11. IfGPT: A Dataset in Bulgarian for Large Language Models ↗Svetla Peneva Koeva, Ivelina Stoyanova, Jordan Konstantinov Kralev
  12. Low-Resource Machine Translation for Moroccan ArabicAlexei Rosca, Abderrahmane Issam, Gerasimos Spanakisour summary
  13. Modular Training of Deep Neural Networks for Text Classification in Guarani ↗José Luis Vázquez Noguera, Carlos U. Valdez, Julio César Mello-Román et al.
  14. Roman Urdu as a Low-Resource Language: Building the First IR Dataset and Baseline ↗Muhammad Umer Tariq Butt, Stalin Varanasi, Guenter Neumann
  15. Slur and Emoji Aware Models for Hate and Sentiment Detection in Roman Urdu Transgender Discourse ↗Muhammad Owais Raza, Aqsa Umar, Mehrub Awan
  16. Synthetic Voice Data for Automatic Speech Recognition in African Languages ↗Brian DeRenzi, Anna Dixon, Mohamed Aymane Farhi et al.
  17. The Brittle Compass: Navigating LLM Prompt Sensitivity in Slovak Migration Media Discourse ↗Jaroslav Kopčan, Samuel Harvan, Marek Suppa
  18. Towards Creating a Bulgarian Readability Index ↗Dimitar Kazakov, Stefan Minkov, Ruslana Margova et al.

 Papers with our summary in our library (4)

The most cited first (OpenAlex citations plus our library's).

  1. ADOR: Dataset for Arabic Dialects in Hotel Reviews: A Human Benchmark for Sentiment AnalysisWorkshop on Advancing NLP for Low-Resource LanguagesMaram I. Alharbi, Saad Ezzini, Hansi Hettiarachchi, et al.2025 · 6 citations
  2. A Multi-Task Learning Approach to Dialectal Arabic Identification and Translation to Modern Standard ArabicWorkshop on Advancing NLP for Low-Resource LanguagesAbdullah Khered, Youcef Benkhedda, Riza Batista-Navarro2025
  3. Low-Resource Machine Translation for Moroccan ArabicWorkshop on Advancing NLP for Low-Resource LanguagesAlexei Rosca, Abderrahmane Issam, Gerasimos Spanakis2025
  4. Efficient Architectures For Low-Resource Machine TranslationWorkshop on Advancing NLP for Low-Resource LanguagesEdoardo Signoroni, Pavel Rychly, Ruggero Signoroni2025

 Top topics

Topics of its works in our library, with the number of works on each.

Semitic languages (3)Machine translation (2)Low-resource languages (2)Sentiment & emotion (1)Evaluation & benchmarks (1)

 Fields

Arts and Humanities (4)Computer Science (4)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬Hansi Hettiarachchi1 work here · 6 citations🧑‍🔬Maram I. Alharbi1 work here · 6 citations🧑‍🔬Ruslan Mitkov1 work here · 6 citations🧑‍🔬Saad Ezzini1 work here · 6 citations🧑‍🔬Tharindu Ranasinghe1 work here · 6 citations🧑‍🔬Abderrahmane Issam1 work here🧑‍🔬Abdullah Khered1 work here🧑‍🔬Edoardo Signoroni1 work here🧑‍🔬Gerasimos Spanakis1 work here🧑‍🔬Pavel Rychlý1 work here🧑‍🔬Riza Batista-Navarro1 work here🧑‍🔬Youcef Benkhedda1 work here

 Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓King Fahd University of Petroleum and MineralsDhahran · Saudi Arabia1 work here🎓King Abdulaziz UniversityJeddah · Saudi Arabia1 work here🎓Masaryk UniversityBrno · Czechia1 work here🎓University of ManchesterManchester · United Kingdom1 work here🎓Maastricht UniversityMaastricht · Netherlands1 work here🎓Lancaster UniversityLancaster · United Kingdom1 work here🎓Jazan UniversityGazan · Saudi Arabia1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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