Overview of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026)

Hansi Hettiarachchi, Tharindu Ranasinghe, Alistair Plum, Paul Rayson, Ruslan Mitkov, Mohamed Medhat Gaber, Damith Premasiri, Fiona Anting Tan, Lasitha Uyangodage


Abstract
The second workshop on Language Models for Low-Resource Languages (LoResLM 2026) was held in conjunction with the 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026) in Rabat, Morocco. This workshop mainly aimed to provide a forum for researchers to share and discuss their ongoing work on language models (LMs) focusing on low-resource languages and dialects, following recent advancements in neural language models and their linguistic biases towards high- resource languages. LoResLM 2026 attracted a notable interest from the natural language processing (NLP) community, resulting in 55 accepted papers from 79 submissions. These contributions cover a broad range of low-resource languages from 13 language families and 11 diverse research areas, paving the way for future possibilities and promoting linguistic inclusivity in NLP.
Anthology ID:
2026.loreslm-1.56
Volume:
Proceedings of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026)
Month:
March
Year:
2026
Address:
Rabat, Morocco
Editors:
Hansi Hettiarachchi, Tharindu Ranasinghe, Alistair Plum, Paul Rayson, Ruslan Mitkov, Mohamed Gaber, Damith Premasiri, Fiona Anting Tan, Lasitha Uyangodage
Venue:
LoResLM
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
651–661
Language:
URL:
https://aclanthology.org/2026.loreslm-1.56/
DOI:
Bibkey:
Cite (ACL):
Hansi Hettiarachchi, Tharindu Ranasinghe, Alistair Plum, Paul Rayson, Ruslan Mitkov, Mohamed Medhat Gaber, Damith Premasiri, Fiona Anting Tan, and Lasitha Uyangodage. 2026. Overview of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026). In Proceedings of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026), pages 651–661, Rabat, Morocco. Association for Computational Linguistics.
Cite (Informal):
Overview of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026) (Hettiarachchi et al., LoResLM 2026)
Copy Citation:
PDF:
https://aclanthology.org/2026.loreslm-1.56.pdf