neuralcoref
✨Fast Coreference Resolution in spaCy with Neural Networks (by huggingface)
coreferee
Coreference resolution for English, French, German and Polish, optimised for limited training data and easily extensible for further languages (by msg-systems)
| neuralcoref | coreferee | |
|---|---|---|
| 7 | 1 | |
| 2,885 | 197 | |
| 0.0% | 0.0% | |
| 0.0 | 10.0 | |
| over 2 years ago | about 3 years ago | |
| C | 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.
neuralcoref
Posts with mentions or reviews of neuralcoref. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2025-08-23.
- SpaCy: Industrial-Strength Natural Language Processing (NLP) in Python
Edit: I almost forgot to add this little nugget of history: one of Huggingfaces first projects was a SpaCy extension for conference resolution. Built before their breakthrough with transformers https://github.com/huggingface/neuralcoref
- [NLP] Replace paragraph’s pronouns with name?
- What kind of processing power would I need to re-train the neuralcoref model?
Training instructions: https://github.com/huggingface/neuralcoref/blob/master/neuralcoref/train/training.md
- I need help installing a package.
Besides that, you may also try searching for your problem on GitHub Issues, or create an issue yourself if you can't find an existing one.
- Best available pronoun coreference resolution systems?
- Web app for doing coreference resolution and outputting file in ".conll" format
I guess you have tried neuralcoref already https://github.com/huggingface/neuralcoref ?
- [D] Does anyone know of coreference resolution tools where you can specify the entity?
Hi. Let me elaborate on the title. I'm currently working on paragraph-level data and want to perform coreference resolution. I've tried working with spaCy's NeuralCoref, and although it works great it receives a string as input and returns all entities and mentions it deems appropriate. Rather than that I'm looking for something where you can specify the entity and the model will return all such instances for that particular entity.
coreferee
Posts with mentions or reviews of coreferee. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-13.
What are some alternatives?
When comparing neuralcoref and coreferee you can also consider the following projects:
libpostal - A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.
spacy-experimental - 🧪 Cutting-edge experimental spaCy components and features
thinc-apple-ops - 🍏 Make Thinc faster on macOS by calling into Apple's native Accelerate library
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python