Keynote Speaker 1 - TBA
Bio and talk abstract will be announced.
Direct Submission Deadline
Keynote Speakers
Keynote Speaker 2 - TBA
Bio and talk abstract will be announced.
Recent advances in AI have ushered in the era of LLMs, transforming the field of NLP. The advancing LLMs are trained on vast multilingual datasets and demonstrate strong performance across a wide range of cross-lingual tasks. The shift toward instruction-based prompting has redefined how users interact with models, expanding the capabilities of pre-trained systems. As a result, LLMs bring both new opportunities and challenges to language processing and information access for diverse linguistic communities. Advanced applications built on multilingual LLMs are rapidly emerging, such as spanning complex tasks, interdisciplinary features, and knowledge-intensive scenarios. This rapid development calls for further exploration by the multilingual and NLP research community.
The goal of the workshop is to develop equitable language technologies for the world's languages to satisfy the needs of users across the globe. In the era of LLMs, two key issues should be addressed: (1) how to construct better multilingual representation learning to mitigate challenges such as the "multilingual curse" and (2) how to develop application solutions based on these models to meet the demands of real-world applications, such as those requiring language-agnostic and context-aware operation.
All deadlines are specified in AoE (Anywhere on Earth).
Direct Submission Deadline
ARR Transfer Submission Deadline
Acceptance Notification
Camera-Ready Deadline
Workshop Dates (TBD)
We welcome paper submissions on all topics related to multilingual LLMs, including but not limited to:
We welcome two types of papers: Direct Submission and ARR Transfer Submission. All submissions must follow the format requirement of ACL/ARR, and made through OpenReview.
Submissions of papers must be at most 8 pages (including figures, tables, proofs, appendixes, acknowledgments, and any content except references) in length, with unlimited pages for references.
In addition to papers submitted directly to the workshop, which will be reviewed by our Programme Committee, we also accept papers reviewed through ACL Rolling Review and committed to the workshop. Please check the relevant dates for submission.
While we do not set separate submission tracks for full and short papers, the assessment of each submission will be based on whether the paper length is commensurate with its contribution. For example, a 4-page paper would be accepted if its scientific contribution is worth 4 pages. However, a 8-page paper would be considered weak if it only contains the substance of a 4-page paper. For all accepted papers, we will set Best Paper Award(s), which will be given based on nomination by the reviewers. Accepted papers will be presented as posters with the possibility of oral presentations, and will be included in the workshop proceedings.
Bio and talk abstract will be announced.
Bio and talk abstract will be announced.
Topic one - TBA
Topic two - TBA
Members - TBA
We plan to invite five oral representations for each topic
The Student Chair is responsible for organization and coordination, and is held by a current student.
The Organizing Committee is responsible for decision-making and management.
Université de Montréal
Canada
Beijing Jiaotong University
China
University of Notre Dame
USA
Beijing Jiaotong University
China
University of Edinburgh
UK
Capital One
USA
Universität des Saarlandes
Germany
University of Edinburgh
UK
University of Notre Dame
USA
University of Edinburgh
UK
Université de Montréal
Canada
The PC ensures the quality and relevance of accepted submissions.
For inquiries, please email: contact@example.org. Further details will be updated.