https://github.com/simonepri/wn16s
WordNet dataset with semantic relations only
https://github.com/simonepri/wn16s
dataset semantic synsets wn wn16s wordnet
Last synced: 7 months ago
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WordNet dataset with semantic relations only
- Host: GitHub
- URL: https://github.com/simonepri/wn16s
- Owner: simonepri
- License: mit
- Created: 2019-05-29T12:45:47.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-10-31T15:34:23.000Z (almost 6 years ago)
- Last Synced: 2025-02-04T18:23:17.976Z (8 months ago)
- Topics: dataset, semantic, synsets, wn, wn16s, wordnet
- Language: Python
- Size: 10.2 MB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 1
-
Metadata Files:
- Readme: readme.md
- License: license
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README
WN16S
WordNet dataset with semantic relations only
## Motivation
In [WordNet][wn] two kinds of relations are recognized: lexical and semantic. Lexical relations hold between word forms (lemmas); semantic relations hold between word meanings (synsets).
I wanted to have a dataset with the lexical relations filtered out to build synset embeddings based only on the semantic relations of the WN graph.
## Structure
In the [dataset folder][dataset], you can find many `tsv` and `txt` files the meaning of which is explained hereafter.
| file name | purpose | notes |
| --------- | ------- | ----- |
| `count_synsets.txt` | File that contains the number of synsets. | |
| `count_relations.txt` | Files that contain the number of relations. | |
| `count_edges_all.txt` | File that contains the number of total edges. | |
| `count_edges_*.tsv` | Files that contain the number of edges of type *. | |
| `synset_name_to_id.tsv` | File that maps each synset's name to a numeric id starting from 0. | The file is sorted on the first column. |
| `synset_id_to_name.tsv` | File that maps each synset id to a synset's name. | The file is sorted on the first column. |
| `relation_name_to_id.tsv` | File that maps each relation to a numeric id starting from 0. | The file is sorted on the first column. |
| `relation_id_to_name.tsv` | File that maps each relation id to a relation's name. | The file is sorted on the first column. |
| `edges_as_id_all.tsv` | File that contains all the edges of the WordNet's semantic subgraph as triples of ids (id synset 1, id relation, id synset 2). | The file is sorted on the second column. |
| `edges_as_id_*.tsv` | Files that contain only the edges of type *. | The file is sorted on the second column. |
| `edges_as_name_all.tsv` | File that contains all the edges of the WordNet's semantic subgraph as triples of names (name synset 1, name relation, name synset 2). | The file is sorted on the second column. |
| `edges_as_name_*.tsv` | Files that contain only the edges of type *. | The file is sorted on the second column. |
## Download
A compressed version of the dataset can be downloaded from the [release page][releases] or by clicking [here][download].
## Source
The dataset is generated using [nltk][nltk] and is a subset of the [WordNet][wn] dataset.
## License
All source code of this project is licensed under the MIT License - see the [license][license] file for details.
[dataset]: https://github.com/simonepri/WN16S/tree/master/dataset
[releases]: https://github.com/simonepri/WN16S/releases/latest
[download]: https://github.com/simonepri/WN16S/releases/latest/download/WN16S.tgz
[license]: https://github.com/simonepri/WN16S/tree/master/license
[wn]: https://wordnet.princeton.edu
[nltk]: https://github.com/nltk/nltk