Көптілді тапсырмалар
Related Papers
Translation of Multiword Expressions Using Parallel Suffix Arrays
AbstractAccurately translating multiword expressions is important to obtain good performance in machine translation, cross-language information retrieval, and other multilingual tasks in human language technology. Existing approaches to inducing translation equivalents …...
Translation Invariant Word Embeddings
This work focuses on the task of finding latent vector representations of the words in a corpus. In particular, we address the issue of what to do when there are …...
Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks
AbstractTranslation has played a crucial role in improving the performance on multilingual tasks: (1) to generate the target language data from the source language data for training and (2) to …...
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages
AbstractThe NLP community has mainly focused on scaling Large Language Models (LLMs) vertically, i.e., making them better for about 100 languages. We instead scale LLMs horizontally: we create, through continued …...