---
title: "Workshop on Advancing NLP for Low-Resource Languages 2025"
description: "Workshop on Advancing NLP for Low-Resource Languages 2025 — accepted papers: 4 papers in the Elamur Research library (Varna…"
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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](https://md.research.elamur.ai/free/en/countries/bulgaria/) · 🗓 September 2025

[**18** papers in the proceedings](#all) · [**4** works in our library](https://md.research.elamur.ai/free/en/venues/lowresnlp/2025/#works) · [**6** citations of these works](https://md.research.elamur.ai/free/en/venues/lowresnlp/2025/#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 ↗](https://aclanthology.org/2025.lowresnlp-1.13/)**Irakli Koberidze, Archil Elizbarashvili, Magda Tsintsadze
2. **[A Multi-Task Learning Approach to Dialectal Arabic Identification and Translation to Modern Standard Arabic](https://md.research.elamur.ai/free/en/papers/khered-2025-multi-task-learning-approach-dialectal/)**Abdullah Khered, Youcef Benkhedda, Riza Batista-Navarro*our summary*
3. **[A thresholding method for Improving translation Quality for Indic MT task ↗](https://aclanthology.org/2025.lowresnlp-1.3/)**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 Analysis](https://md.research.elamur.ai/free/en/papers/alharbi-2025-ador-dataset-arabic-dialects-hotel/)**Maram I. Alharbi, Saad Ezzini, Hansi Hettiarachchi et al.*our summary*
5. **[Automatic Fact-checking in English and Telugu ↗](https://aclanthology.org/2025.lowresnlp-1.15/)**Ravi Kiran Chikkala, Tatiana Anikina, Natalia Skachkova et al.
6. **[Bridging the Gap: Leveraging Cherokee to Improve Language Identification for Endangered Iroquoian Languages ↗](https://aclanthology.org/2025.lowresnlp-1.1/)**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 ↗](https://aclanthology.org/2025.lowresnlp-1.2/)**Raúl García Cerdá, María Miró Maestre, Miquel Canal
8. **[Efficient Architectures For Low-Resource Machine Translation](https://md.research.elamur.ai/free/en/papers/signoroni-2025-efficient-architectures-low-resource-machine/)**Edoardo Signoroni, Pavel Rychly, Ruggero Signoroni*our summary*
9. **[Evaluating LLM Capabilities in Low-Resource Contexts: A Case Study of Persian Linguistic and Cultural Tasks ↗](https://aclanthology.org/2025.lowresnlp-1.12/)**Jasmin Heierli, Rebecca Bahar Ganjineh, Elena Gavagnin
10. **[Explicit Edge Length Coding to Improve Long Sentence Parsing Performance ↗](https://aclanthology.org/2025.lowresnlp-1.11/)**Khensa Daoudi, Mathieu Dehouck, Rayan Ziane et al.
11. **[IfGPT: A Dataset in Bulgarian for Large Language Models ↗](https://aclanthology.org/2025.lowresnlp-1.7/)**Svetla Peneva Koeva, Ivelina Stoyanova, Jordan Konstantinov Kralev
12. **[Low-Resource Machine Translation for Moroccan Arabic](https://md.research.elamur.ai/free/en/papers/rosca-2025-low-resource-machine-translation-moroccan/)**Alexei Rosca, Abderrahmane Issam, Gerasimos Spanakis*our summary*
13. **[Modular Training of Deep Neural Networks for Text Classification in Guarani ↗](https://aclanthology.org/2025.lowresnlp-1.8/)**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 ↗](https://aclanthology.org/2025.lowresnlp-1.9/)**Muhammad Umer Tariq Butt, Stalin Varanasi, Guenter Neumann
15. **[Slur and Emoji Aware Models for Hate and Sentiment Detection in Roman Urdu Transgender Discourse ↗](https://aclanthology.org/2025.lowresnlp-1.14/)**Muhammad Owais Raza, Aqsa Umar, Mehrub Awan
16. **[Synthetic Voice Data for Automatic Speech Recognition in African Languages ↗](https://aclanthology.org/2025.lowresnlp-1.16/)**Brian DeRenzi, Anna Dixon, Mohamed Aymane Farhi et al.
17. **[The Brittle Compass: Navigating LLM Prompt Sensitivity in Slovak Migration Media Discourse ↗](https://aclanthology.org/2025.lowresnlp-1.10/)**Jaroslav Kopčan, Samuel Harvan, Marek Suppa
18. **[Towards Creating a Bulgarian Readability Index ↗](https://aclanthology.org/2025.lowresnlp-1.18/)**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 Analysis](https://md.research.elamur.ai/free/en/papers/alharbi-2025-ador-dataset-arabic-dialects-hotel/) [Workshop on Advancing NLP for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/lowresnlp/)**Maram 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 Arabic](https://md.research.elamur.ai/free/en/papers/khered-2025-multi-task-learning-approach-dialectal/) [Workshop on Advancing NLP for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/lowresnlp/)**Abdullah Khered, Youcef Benkhedda, Riza Batista-Navarro*2025*
3. **[Low-Resource Machine Translation for Moroccan Arabic](https://md.research.elamur.ai/free/en/papers/rosca-2025-low-resource-machine-translation-moroccan/) [Workshop on Advancing NLP for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/lowresnlp/)**Alexei Rosca, Abderrahmane Issam, Gerasimos Spanakis*2025*
4. **[Efficient Architectures For Low-Resource Machine Translation](https://md.research.elamur.ai/free/en/papers/signoroni-2025-efficient-architectures-low-resource-machine/) [Workshop on Advancing NLP for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/lowresnlp/)**Edoardo Signoroni, Pavel Rychly, Ruggero Signoroni*2025*

## Top topics

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

[Semitic languages (3)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Machine translation (2)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Low-resource languages (2)](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Sentiment & emotion (1)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/)

## Fields

[Arts and Humanities (4)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (4)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Hansi Hettiarachchi**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/hansi-hettiarachchi/) · [🧑‍🔬**Maram I. Alharbi**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/maram-i-alharbi/) · [🧑‍🔬**Ruslan Mitkov**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/ruslan-mitkov/) · [🧑‍🔬**Saad Ezzini**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/saad-ezzini/) · [🧑‍🔬**Tharindu Ranasinghe**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/tharindu-ranasinghe/) · [🧑‍🔬**Abderrahmane Issam**1 work here](https://md.research.elamur.ai/free/en/authors/abderrahmane-issam/) · [🧑‍🔬**Abdullah Khered**1 work here](https://md.research.elamur.ai/free/en/authors/abdullah-khered/) · [🧑‍🔬**Edoardo Signoroni**1 work here](https://md.research.elamur.ai/free/en/authors/edoardo-signoroni/) · [🧑‍🔬**Gerasimos Spanakis**1 work here](https://md.research.elamur.ai/free/en/authors/gerasimos-spanakis/) · [🧑‍🔬**Pavel Rychlý**1 work here](https://md.research.elamur.ai/free/en/authors/pavel-rychly/) · [🧑‍🔬**Riza Batista-Navarro**1 work here](https://md.research.elamur.ai/free/en/authors/riza-batista-navarro/) · [🧑‍🔬**Youcef Benkhedda**1 work here](https://md.research.elamur.ai/free/en/authors/youcef-benkhedda/)

## Top institutions

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

[🎓**King Fahd University of Petroleum and Minerals** Dhahran · Saudi Arabia 1 work here](https://md.research.elamur.ai/free/en/universities/king-fahd-university-of-petroleum-and-minerals/) · [🎓**King Abdulaziz University** Jeddah · Saudi Arabia 1 work here](https://md.research.elamur.ai/free/en/universities/king-abdulaziz-university/) · [🎓**Masaryk University** Brno · Czechia 1 work here](https://md.research.elamur.ai/free/en/universities/masaryk-university/) · [🎓**University of Manchester** Manchester · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-manchester/) · [🎓**Maastricht University** Maastricht · Netherlands 1 work here](https://md.research.elamur.ai/free/en/universities/maastricht-university/) · [🎓**Lancaster University** Lancaster · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/lancaster-university/) · [🎓**Jazan University** Gazan · Saudi Arabia 1 work here](https://md.research.elamur.ai/free/en/universities/jazan-university/)

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

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