Overview
The Ninth Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT 2026) is set to take place at EACL 2026 in Rabat, Morocco. This workshop aims to foster discussions among researchers focused on machine translation (MT) for low-resource and under-represented languages. It builds on the success of previous workshops and seeks to explore the current state and future directions of MT in this critical area.
Background & Relevance
Machine translation for low-resource languages is an essential field within natural language processing (NLP). As many languages lack sufficient data for effective MT systems, this workshop provides a platform for researchers to share insights and advancements. The significance of this workshop lies in its potential to enhance the quality of MT systems, thereby supporting language preservation and accessibility.
Key Details
- Workshop Name: LoResMT 2026
- Event: EACL 2026
- Location: Rabat, Morocco
- Submission Deadline: December 19, 2025
- Pre-reviewed Submission Deadline: January 2, 2026
- Notification of Acceptance: January 23, 2026
- Camera-ready Paper Due: February 3, 2026
- Pre-recorded Video Due: February 24, 2026
- Main Conference Dates: March 24-29, 2026
- Submission Link: ARR Submission
- EACL Submission Guidelines: EACL 2026 Guidelines
Eligibility & Participation
The workshop invites submissions from researchers and practitioners working on machine translation systems and methods for low-resource languages. It targets individuals interested in contributing to the advancement of MT technologies and tools applicable to under-represented languages.
Submission or Application Guidelines
Submissions are categorized into two types: research, review, and position papers, and system demonstration papers. Key points for submission include:
– Research papers should be 4 to 8 pages long, excluding references.
– System demonstration papers are limited to 4 pages.
– All submissions must adhere to the official ACL style templates and be anonymized.
– Authors must declare if their work is under consideration elsewhere and withdraw it if accepted at LoResMT.
– Accepted papers will be published in the EACL 2026 proceedings and must be presented in person at the conference.
Additional Context / Real-World Relevance
The workshop’s focus on low-resource languages is particularly relevant in today’s globalized world, where many languages are at risk of extinction. By advancing MT technologies in this area, the workshop contributes to the preservation of linguistic diversity and enhances communication across cultures. The discussions and findings from this workshop could lead to significant advancements in NLP tools and methodologies.
Conclusion
Researchers and practitioners are encouraged to submit their work to LoResMT 2026, contributing to the ongoing dialogue about machine translation for low-resource languages. This is an excellent opportunity to share insights, collaborate with peers, and advance the field of low-resource machine translation. For further inquiries, please contact the organizing committee at loresmt@googlegroups.com.
Category: CFP & Deadlines
Tags: machine translation, low-resource languages, natural language processing, EACL 2026, workshop, NLP tools, research papers, system demonstrations
