MRL 2026 — 6th Workshop on Multilingual Representation Learning (at EMNLP 2026) (MRL)

EMNLP-co-located workshop on multilingual representation learning and broad multilingual NLP. It invites original contributions on multilingual language models, cross-lingual transfer, low-resource languages, multilingual evaluation, typology-aware NLP, machine translation. Submissions may take the form of full research papers, extended abstracts and poster presentations reporting theoretical, computational and experimental work, as well as industrial case studies and applications. The meeting brings together researchers, engineers, industry practitioners and students to exchange recent results and discuss emerging directions in the field. Accepted papers are published in the conference proceedings (Association for Computational Linguistics).