Coreference Resolution NLP Tools

Tools for identifying and linking multiple mentions (pronouns, noun phrases) that refer to the same entity within or across documents. Does NOT include general named entity recognition, entity linking to knowledge bases, or pronoun generation.

There are 14 coreference resolution tools tracked. 1 score above 50 (established tier). The highest-rated is mandarjoshi90/coref at 50/100 with 455 stars.

Get all 14 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=coreference-resolution&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	mandarjoshi90/coref BERT for Coreference Resolution	50	Established	455	Python
2	davidberenstein1957/crosslingual-coreference A multi-lingual approach to AllenNLP CoReference Resolution along with a...	43	Emerging	111	Python
3	lxucs/coref-hoi PyTorch implementation of the end-to-end coreference resolution model with...	43	Emerging	60	Python
4	tugas-akhir-nlp/indonesian-coreference-resolution-cnn Coreference resolution system for Indonesian text	34	Emerging	9	Jupyter Notebook
5	huggingface/neuralcoref-viz ✨ Web interface for NeuralCoref coreference resolution	33	Emerging	35	TypeScript
6	kayoyin/scr Signed Coreference Resolution (EMNLP 2021)	31	Emerging	4	Python
7	a-rios/spanish_coref parsing and co-reference resolution pipeline for Spanish	29	Experimental	7	C++
8	anastasia-zhukova/Diverse_CDCR_datasets Towards Evaluation of Cross-document Coreference Resolution Models using...	28	Experimental	2	Perl
9	huggingface/neuralcoref-models ✨ Models for the NeuralCoref coreference resolution module	27	Experimental	7	—
10	Pantalaymon/coreferee_french adding support for coreferee for french	22	Experimental	6	Python
11	vmath89/Coreference-Resolution Neural Coreference Resolution	19	Experimental	4	Jupyter Notebook
12	zake7749/Fill-the-GAP [ACL-WS] 4th place solution to gendered pronoun resolution challenge on Kaggle	19	Experimental	12	Jupyter Notebook
13	TigreGotico/pronomial pronomial postag/word_gender based coreference solver	18	Experimental	—	Python
14	vishal-burman/EasyNeuralCoref An easy to use thin wrapper on top of neuralcoref library from Huggingface...	17	Experimental	1	Python