Updated July 2020
fastText vectors created from Hong Kong data.
- ToastyNews crawled Hong Kong news websites (private data) (late 2015 - May 2020)
- Yue Wikipedia (May 2020)
- The Encyclopedia of Virtual Communities in Hong Kong (May 2020)
- Forums
- Restaurant Reviews
- Internet Fiction
- Cleaned up tags from the Wikipedia/Wikia dumps.
- Segmentation by Jieba with a custom ToastyNews dictionary.
These should be similar to the official vectors. cbow -minn 2 -dim 300 -epoch 10 -neg 10 -minCount 20
These vectors (HK) are compared to the Facebook pre-trained word vectors for 157 languages
| Benchmark | HK | |
|---|---|---|
| Dimensions | 300 | 300 |
| Vocab Size | 2,000,001 | 222,907 |
| Tokens | 30,176M | 246M |
| Analogy - Capital | 0.43 | 0.53 |
| Analogy - City | 0.59 | 0.08 |
| Analogy - Family | 0.58 | 0.52 |
| WS-240 | 0.48 | 0.54 |
| WS-297 | 0.59 | 0.62 |
| SimLex-999 | 0.35 | 0.40 |
- toastynews.vec.gz - standard format
- toastynews.bin.gz - if advanced functionality is needed