entity-recognition-datasets
A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types. (by juand-r)
NERDA
Framework for fine-tuning pretrained transformers for Named-Entity Recognition (NER) tasks (by ebanalyse)
| entity-recognition-datasets | NERDA | |
|---|---|---|
| 3 | 2 | |
| 1,431 | 147 | |
| - | 0.0% | |
| 5.8 | 0.0 | |
| about 1 month ago | about 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
entity-recognition-datasets
Posts with mentions or reviews of entity-recognition-datasets.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-08-27.
-
Recent English newswire NER datasets?
There is of course the list at https://github.com/juand-r/entity-recognition-datasets, but all of the recent English datasets cover other domains of English, such as the music NER, space NER, etc. All interesting things, but not 2020s English newswire.
- Towards a Tagalog NLP pipeline: Building a spaCy model from scratch
- Any large manually annotated NER datasets?
NERDA
Posts with mentions or reviews of NERDA.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-28.
- Any large manually annotated NER datasets?
-
Fine-tuning BERT for NER with custom label
Check out NERDA it's exactly what you need: https://github.com/ebanalyse/NERDA
What are some alternatives?
When comparing entity-recognition-datasets and NERDA you can also consider the following projects:
acl2023_conllpp
NERDA-Con - Extending NERDA Library for Continual Learning
podium - Podium: a framework agnostic Python NLP library for data loading and preprocessing