Definition: In this task, you are given a part of an article. Your task is to generate headline (title) for this text. Preferred headlines are under fifteen words.
Input: How can we automatically discover the most important correspondences between words from two or more languages? How can we do so allowing for correspondences between any subset of languages, without drowning in redundant results, and at the same time maintaining control over the level of detail? These are exactly the questions we answer in this paper. We approach the problem with the Minimum Description Length principle, and give an efficient algorithm for discovering statistically important correspondences. We test the efficacy of our method against a set of Slavic languages. The experiments show our method automatically discovers non-trivial associations, allowing for both quantitative and qualitative analysis of multiple languages.

Discovering Correspondences between Multiple Languages by MDL