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Top 211 named-entity-recognition open source projects

Better analyze information, in all its forms
Ner Bert Pytorch
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
Agriculture knowledgegraph
Bilstm Lan
Hierarchically-Refined Label Attention Network for Sequence Labeling
Pytorch Bert Crf Ner
KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
Fancy Nlp
NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.
Multi Task Nlp
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
Ner Datasets
Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)
Neural sequence labeling
A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.
Spacy Lookup
Named Entity Recognition based on dictionaries
System for Medical Concept Extraction and Linking
MONPA 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
ChineseNER based on BERT, with BiLSTM+CRF layer
中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
Medical Entity Recognition
Persian Ner
پیکره بزرگ شناسایی موجودیت‌های نامدار فارسی برچسب خورده
GERBIL - General Entity annotatoR Benchmark
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
Chinsesner Pytorch
基于BI-LSTM+CRF的中文命名实体识别 Pytorch
Zh Ner Tf
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
Open Semantic Etl
Python based Open Source ETL tools for file crawling, document processing (text extraction, OCR), content analysis (Entity Extraction & Named Entity Recognition) & data enrichment (annotation) pipelines & ingestor to Solr or Elastic search index & linked data graph database
A text tagger based on Lucene / Solr, using FST technology
Bert Ner Tf
Named Entity Recognition with BERT using TensorFlow 2.0
Crf Layer On The Top Of Bilstm
The CRF Layer was implemented by using Chainer 2.0. Please see more details here:
Ner Corpora
Named Entity Recognition data for Europeana Newspapers
Ld Net
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
Information Extraction Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型
BNLP is a natural language processing toolkit for Bengali Language.
Ner Evaluation
An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity
Camel tools
A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS
DaNLP is a repository for Natural Language Processing resources for the Danish Language.
modest natural-language processing
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
Open Semantic Entity Search Api
Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names
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