Text · dataset · 2022
Twitter Part-of-speech
Listed in Hugging Face Datasets
Part-of-speech information is basic NLP task.
Description
However, Twitter text is difficult to part-of-speech tag: it is noisy, with linguistic errors and idiosyncratic style. This dataset contains two datasets for English PoS tagging for tweets:
- Ritter, with train/dev/test
- Foster, with dev/test Splits defined in the Derczynski paper, but the data is from Ritter and Foster. For more details see:
- gate.ac.uk/wiki/twitter-postagger.html
- aclanthology.org/D11-1141.pdf
- aaai.org/ocs/index.php/ws/aaaiw11/paper/download/3912/4191
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/strombergnlp/twitter_pos ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/strombergnlp/twitter_pos ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · token classification
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | strombergnlp/twitter_pos | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:token-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |