There are 12 repositories under coreference-resolution topic.
✨Fast Coreference Resolution in spaCy with Neural Networks
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
Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).
Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]
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.
PyTorch implementation of the end-to-end coreference resolution model with different higher-order inference methods.
Multi-task model for named-entity recognition, relation extraction, entity mention detection and coreference resolution.
Entity linking of personal mentions in multiparty dialogue.
Template Extraction from unstructured Wikipedia text using NLP techniques.
Source code for the ACL workshop paper and Kaggle competition by Google AI team
Coreference resolution with different higher-order inference methods; implemented in PyTorch.
✨ Web interface for NeuralCoref coreference resolution
Annotation tool for coreference
A tool for classifying errors in coreference resolution
Dutch coreference resolution & dialogue analysis using deterministic rules
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.)
Sequence Labeling in Tensorflow
Information extraction from unstructured text to build a knowledge graph using techniques from traditional NLP to pre-trained transformers and LLMs for NER and Linking, and Relation Extraction.
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.
[ACL-WS] 4th place solution to gendered pronoun resolution challenge on Kaggle
Automatic SVO Extraction Tool for Social Science
Alternative implementation of the coreference scorer for the CoNLL-2011/2012 shared tasks on coreference resolution
Coreference search system over Wikipedia
Pytorch implementation of our AAAI 2022 paper "Incorporating Constituent Syntax for Coreference Resolution"
Pytorch Implementation of Our NAACL 2021 Paper "Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network"