Popular GitHub Repositories for Coreference Resolution

✨Fast Coreference Resolution in spaCy with Neural Networks

BERT for Coreference Resolution

LanguageCrunch NLP server docker image

基于GOOGLE T5中文生成式模型的摘要生成/指代消解，支持batch批量生成，多进程

Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]

CKIP CoreNLP Toolkits

A multi-lingual approach to AllenNLP CoReference Resolution along with a wrapper for spaCy.

PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf

The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.

Template Extraction from unstructured Wikipedia text using NLP techniques.

Source code for the ACL workshop paper and Kaggle competition by Google AI team

Annotation tool for coreference

Coreference Model Experimentation (Tensorflow and Pytorch) : Mainly Using transfer learning and Transformer Model BERT

A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semantic role labelling, etc.)

PipelineIE is a project that contains a pipeline for information extraction (currently triple) from free text and domain specific text (eg. biomedical domain) and also supports custom models making it flexible to support other domains. It takes care of coreference resolution and entity resolution by also allowing to test with different tools.

A personal assistant that extracts information from text documents and stores extracted triples into a graph database

✨ Models for the NeuralCoref coreference resolution module

Explainable Scientific Research Assistant - Information Extraction Part

End-to-end Knowledge Extraction engine. It extracts knowledge from free text and shows the knowledge in Neo4j. It extracts entities and the relationship between entities, even different expressions of the same entity is in different sentences of the text.