📰 Workshop on Language Models for Low-Resource Languages 2025: all accepted papers

36 papers · the most cited first · ← Workshop on Language Models for Low-Resource Languages 2025

1. A Comparative Study of Static and Contextual Embeddings for Analyzing Semantic Changes in Medieval Latin Charters ↗Yifan Liu, Gelila Tilahun, Xinxiang Gao et al.
2. Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect ↗Guokan Shang, Hadi Abdine, Yousef Khoubrane et al.
3. Automated Collection of Evaluation Dataset for Semantic Search in Low-Resource Domain Language ↗Anastasia Zhukova, Christian E. Matt, Bela Gipp
4. BBPOS: BERT-based Part-of-Speech Tagging for Uzbek ↗Latofat Bobojonova, Arofat Akhundjanova, Phil Sidney Ostheimer et al.
5. BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context ↗Alexis Matzopoulos, Charl Hendriks, Hishaam Mahomed et al.
6. Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models ↗Sina Bagheri Nezhad, Ameeta Agrawal, Rhitabrat Pokharel
7. BnSentMix: A Diverse Bengali-English Code-Mixed Dataset for Sentiment Analysis ↗Sadia Alam, Md Farhan Ishmam, Navid Hasin Alvee et al.
8. Bridging Literacy Gaps in African Informal Business Management with Low-Resource Conversational Agents ↗Maimouna Ouattara, Abdoul Kader Kaboré, Jacques Klein et al.
9. CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents ↗Uriel Anderson Lasheras, Vladia Pinheiro
10. Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models ↗Daria Kryvosheieva, Roger Levy
11. Does Machine Translation Impact Offensive Language Identification? The Case of Indo-Aryan Languages ↗Alphaeus Dmonte, Shrey Satapara, Rehab Alsudais et al.
12. Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach ↗Hojjat Mokhtarabadi, Ziba Zamani, Abbas Maazallahi et al.
13. Enhancing Plagiarism Detection in Marathi with a Weighted Ensemble of TF-IDF and BERT Embeddings for Low-Resource Language Processing ↗Atharva Mutsaddi, Aditya Prashant Choudhary
14. Evaluating Large Language Models for In-Context Learning of Linguistic Patterns In Unseen Low Resource Languages ↗Hongpu Zhu, Yuqi Liang, Wenjing Xu et al.
15. Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual PerspectiveMuhammad Saad Amin, Luca Anselma, Alessandro Mazzeiour summary
16. Exploiting Word Sense Disambiguation in Large Language Models for Machine Translation ↗Van-Hien Tran, Raj Dabre, Hour Kaing et al.
17. Extracting General-use Transformers for Low-resource Languages via Knowledge Distillation ↗Jan Christian Blaise Cruz
18. Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia ↗Lance Calvin Lim Gamboa, Mark Lee
19. From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords ↗Kamyar Zeinalipour, Moahmmad Saad, Marco Maggini et al.
20. How to age BERT Well: Continuous Training for Historical Language Adaptation ↗Anika Harju, Rob van der Goot
21. Improving LLM Abilities in Idiomatic Translation ↗Sundesh Donthi, Maximilian Spencer, Om B. Patel et al.
22. Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa ↗Sani Abdullahi Sani, Shamsuddeen Hassan Muhammad, Devon Jarvis
23. IsiZulu noun classification based on replicating the ensemble approach for Runyankore ↗Zola Mahlaza, C. Maria Keet, Imaan Sayed et al.
24. Language verY Rare for All ↗Ibrahim Merad, Amos Wolf, Ziad Mazzawi et al.
25. Low-Resource Interlinear Translation: Morphology-Enhanced Neural Models for Ancient Greek ↗Maciej Rapacz, Aleksander Smywiński-Pohl
26. Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models ↗Andreea Ioana Tudor, Tsegaye Misikir Tashu
27. Next-Level Cantonese-to-Mandarin Translation: Fine-Tuning and Post-Processing with LLMs ↗Yuqian Dai, Chun Fai Chan, Ying Ki Wong et al.
28. Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025) ↗Hansi Hettiarachchi, Tharindu Ranasinghe, Paul Rayson et al.
29. PersianMCQ-Instruct: A Comprehensive Resource for Generating Multiple-Choice Questions in Persian ↗Kamyar Zeinalipour, Neda Jamshidi, Fahimeh Akbari et al.
30. Recent Advancements and Challenges of Turkic Central Asian Language Processing ↗Yana Veitsman, Mareike Hartmann
31. Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias ↗Jayanta Sadhu, Maneesha Rani Saha, Rifat Shahriyar
32. Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss ↗Galim Turumtaev
33. Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation ↗Omer Nacar, Serry Taiseer Sibaee, Samar Ahmed et al.
34. Using Language Models for assessment of users' satisfaction with their partner in Persian ↗Zahra Habibzadeh, Masoud Asadpour
35. When Every Token Counts: Optimal Segmentation for Low-Resource Language Models ↗Bharath Raj S, Garvit Suri, Vikrant Dewangan et al.
36. When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages ↗Archchana Sindhujan, Diptesh Kanojia, Constantin Orasan et al.

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