Entity Recognition DatasetsA collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.
Stars: ✭ 891 (+2073.17%)
FDDCNamed Entity Recognition & Relation Extraction 实体命名识别与关系分类
Stars: ✭ 29 (-29.27%)
InformationExtractionSystemInformation Extraction System can perform NLP tasks like Named Entity Recognition, Sentence Simplification, Relation Extraction etc.
Stars: ✭ 27 (-34.15%)
GigabertZero-shot Transfer Learning from English to Arabic
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spertPyTorch code for SpERT: Span-based Entity and Relation Transformer
Stars: ✭ 572 (+1295.12%)
CogIECogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
Stars: ✭ 47 (+14.63%)
anonymization-apiHow to build and deploy an anonymization API with FastAPI
Stars: ✭ 51 (+24.39%)
hunerNamed Entity Recognition for biomedical entities
Stars: ✭ 44 (+7.32%)
Chinesener中文命名实体识别,实体抽取,tensorflow,pytorch,BiLSTM+CRF
Stars: ✭ 938 (+2187.8%)
AutonerLearning Named Entity Tagger from Domain-Specific Dictionary
Stars: ✭ 357 (+770.73%)
Bert nerNer with Bert
Stars: ✭ 240 (+485.37%)
limaThe Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
Stars: ✭ 75 (+82.93%)
Ner Bert PytorchPyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
Stars: ✭ 249 (+507.32%)
scikitcrf NERPython library for custom entity recognition using Sklearn CRF
Stars: ✭ 17 (-58.54%)
molminerPython library and command-line tool for extracting compounds from scientific literature. Written in Python.
Stars: ✭ 38 (-7.32%)
lingvo--Ner-ruNamed entity recognition (NER) in Russian texts / Определение именованных сущностей (NER) в тексте на русском языке
Stars: ✭ 38 (-7.32%)
neural name taggingCode for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)
Stars: ✭ 39 (-4.88%)
react-taggyA simple zero-dependency React component for tagging user-defined entities within a block of text.
Stars: ✭ 29 (-29.27%)
BertweetBERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
Stars: ✭ 282 (+587.8%)
NER-Multimodal-pytorchPytorch Implementation of "Adaptive Co-attention Network for Named Entity Recognition in Tweets" (AAAI 2018)
Stars: ✭ 42 (+2.44%)
Nlp Experiments In PytorchPyTorch repository for text categorization and NER experiments in Turkish and English.
Stars: ✭ 35 (-14.63%)
Pytorch Bert Crf NerKoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
Stars: ✭ 236 (+475.61%)
VncorenlpA Vietnamese natural language processing toolkit (NAACL 2018)
Stars: ✭ 354 (+763.41%)
Ner DatasetsDatasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)
Stars: ✭ 220 (+436.59%)
Spacy LookupNamed Entity Recognition based on dictionaries
Stars: ✭ 212 (+417.07%)
OpenUEOpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)
Stars: ✭ 274 (+568.29%)
KoBERT-NERNER Task with KoBERT (with Naver NLP Challenge dataset)
Stars: ✭ 76 (+85.37%)
PhoNER COVID19COVID-19 Named Entity Recognition for Vietnamese (NAACL 2021)
Stars: ✭ 55 (+34.15%)
SynLSTM-for-NERCode and models for the paper titled "Better Feature Integration for Named Entity Recognition", NAACL 2021.
Stars: ✭ 26 (-36.59%)
TweebankNLP[LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweebank-NER dataset
Stars: ✭ 84 (+104.88%)
CrossNERCrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)
Stars: ✭ 87 (+112.2%)
Shukongdashi使用知识图谱,自然语言处理,卷积神经网络等技术,基于python语言,设计了一个数控领域故障诊断专家系统
Stars: ✭ 109 (+165.85%)
deep-atrous-nerDeep-Atrous-CNN-NER: Word level model for Named Entity Recognition
Stars: ✭ 35 (-14.63%)
MonpaMONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型
Stars: ✭ 203 (+395.12%)
Lightkg基于Pytorch和torchtext的知识图谱深度学习框架。
Stars: ✭ 452 (+1002.44%)
mitie-rubyNamed-entity recognition for Ruby
Stars: ✭ 77 (+87.8%)
IE Paper NotesPaper notes for Information Extraction, including Relation Extraction (RE), Named Entity Recognition (NER), Entity Linking (EL), Event Extraction (EE), Named Entity Disambiguation (NED).
Stars: ✭ 14 (-65.85%)
presidio-researchThis package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.
Stars: ✭ 62 (+51.22%)
Chatbot nerchatbot_ner: Named Entity Recognition for chatbots.
Stars: ✭ 273 (+565.85%)
knowledge-graph-nlp-in-action从模型训练到部署,实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。
Stars: ✭ 58 (+41.46%)
Tf nerSimple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
Stars: ✭ 876 (+2036.59%)
ner-dPython module for Named Entity Recognition (NER) using natural language processing.
Stars: ✭ 14 (-65.85%)
YeddaYEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.
Stars: ✭ 704 (+1617.07%)
Bert Bilstm Crf NerTensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
Stars: ✭ 3,838 (+9260.98%)
Spacy Streamlit👑 spaCy building blocks and visualizers for Streamlit apps
Stars: ✭ 360 (+778.05%)
Snips NluSnips Python library to extract meaning from text
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Persian Nerپیکره بزرگ شناسایی موجودیتهای نامدار فارسی برچسب خورده
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BertnerChineseNER based on BERT, with BiLSTM+CRF layer
Stars: ✭ 195 (+375.61%)
simple NERsimple rule based named entity recognition
Stars: ✭ 29 (-29.27%)
PhobertPhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
Stars: ✭ 332 (+709.76%)
Knowledge GraphsA collection of research on knowledge graphs
Stars: ✭ 845 (+1960.98%)
Cluener2020CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
Stars: ✭ 689 (+1580.49%)