entity-related-papers

Named Entity Research

A collection of papers and research on Named Entity Recognition (NER) and related tasks such as Entity Linking (EL), focusing on improving the accuracy and robustness of NER models in various domains and languages.

Named Entity Recognition, Entity Linking, and more

GitHub

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entity-linkingentity-representationentity-typingnamed-entity-recognitionner

Related projects:

Repository Description Stars
franck-dernoncourt/neuroner Named-entity recognition using neural networks. 1,701
scicloj/scicloj.ml.crf A plugin for scicloj.ml providing Named Entity Recognition (NER) functionality using Stanford's CRF-NER model. 0
hernanmd/stner An interface to the Stanford Named Entity Recognizer from Pharo Smalltalk 0
mikeylong/ruby-ner A Ruby implementation of named entity recognition using Stanford NER 19
liyuanlucasliu/ld-net A system for efficiently training and deploying neural networks for named entity recognition tasks with context-dependent representations. 147
kamalkraj/bert-ner An implementation of named entity recognition using Google's BERT model for the CoNLL-2003 dataset and Python. 1,220
guillaumegenthial/sequence_tagging Named Entity Recognition model using LSTM and CRF with character embeddings 1,947
lemonhu/ner-bert-pytorch A PyTorch implementation of named entity recognition using the Google AI's pre-trained BERT model for Chinese text data. 442
text-mining/persian-ner A Persian named entity recognition system with a large, labeled dataset. 225
szegedai/hun_ner_checklist Provides diagnostic test cases for evaluating Hungarian Named Entity Recognition models 0
wannaphong/thai-ner Named Entity Recognition for Thai Text using PyThaiNLP and custom implementation. 53
haniehp/persianner This project provides tools and resources for named-entity recognition in Persian language, including annotated datasets and pre-trained word embeddings. 56
ibm/max-named-entity-tagger This project builds and deploys a named entity recognition model to annotate text with tags representing entity types. 25
tonianelope/multilingual-bert Investigating multilingual language models for Named Entity Recognition in German and English 14
cogcomp/talen A tool for annotating named entities in low-resource languages using web-based annotation interface. 112