Description
This repository contains data accompanying the paper Neural models can sometimes discover typological generalizations, currently being submitted for publication. It contains the following information for 1295 different languages:
- language vector representations from a range of neural models
- automatically derived lists of affixes
- automatically derived lists of inflectional paradigms
- typological features derived from annotation projection, and statistics on dependency relations
- typological features derived from classifiers trained on language vectors and typological databases
- automatically derived word lists
- data needed for automatic evaluation of language representations (code in separate repository)
Note that the multilingual word embeddings described in the paper are very large, and therefore distributed in a separate public repository.
Resources
| Name | Format | Description | Link |
|---|---|---|---|
| Landing page for the dataset | Unknown | Open resource |