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 (+555.15%)
CorenlpStanford CoreNLP: A Java suite of core NLP tools.
Stars: ✭ 8,248 (+5964.71%)
Ner LstmNamed Entity Recognition using multilayered bidirectional LSTM
Stars: ✭ 532 (+291.18%)
Bi Lstm Crf Ner Tf2.0Named Entity Recognition (NER) task using Bi-LSTM-CRF model implemented in Tensorflow 2.0(tensorflow2.0 +)
Stars: ✭ 93 (-31.62%)
FlairA very simple framework for state-of-the-art Natural Language Processing (NLP)
Stars: ✭ 11,065 (+8036.03%)
Chatito🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
Stars: ✭ 678 (+398.53%)
Wikipedia ner📖 Labeled examples from wiki dumps in Python
Stars: ✭ 61 (-55.15%)
Iob2corpusJapanese IOB2 tagged corpus for Named Entity Recognition.
Stars: ✭ 51 (-62.5%)
Spacy💫 Industrial-strength Natural Language Processing (NLP) in Python
Stars: ✭ 21,978 (+16060.29%)
Open Semantic Entity Search ApiOpen 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
Stars: ✭ 98 (-27.94%)
JointreEnd-to-end neural relation extraction using deep biaffine attention (ECIR 2019)
Stars: ✭ 41 (-69.85%)
Ner命名体识别(NER)综述-论文-模型-代码(BiLSTM-CRF/BERT-CRF)-竞赛资源总结-随时更新
Stars: ✭ 118 (-13.24%)
Deepnlp基于深度学习的自然语言处理库
Stars: ✭ 34 (-75%)
Chinesener中文命名实体识别,实体抽取,tensorflow,pytorch,BiLSTM+CRF
Stars: ✭ 938 (+589.71%)
Dan Jurafsky Chris Manning NlpMy solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Stars: ✭ 124 (-8.82%)
YeddaYEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.
Stars: ✭ 704 (+417.65%)
DeeppavlovAn open source library for deep learning end-to-end dialog systems and chatbots.
Stars: ✭ 5,525 (+3962.5%)
Compromisemodest natural-language processing
Stars: ✭ 10,086 (+7316.18%)
Awesome Persian Nlp IrCurated List of Persian Natural Language Processing and Information Retrieval Tools and Resources
Stars: ✭ 460 (+238.24%)
TorchcrfAn Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0
Stars: ✭ 58 (-57.35%)
TnerLanguage model finetuning on NER with an easy interface, and cross-domain evaluation. We released NER models finetuned on various domain via huggingface model hub.
Stars: ✭ 54 (-60.29%)
Neuronlp2Deep neural models for core NLP tasks (Pytorch version)
Stars: ✭ 397 (+191.91%)
Universal Data ToolCollaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
Stars: ✭ 1,356 (+897.06%)
Ner blstm CrfLSTM-CRF for NER with ConLL-2002 dataset
Stars: ✭ 51 (-62.5%)
Multilstmkeras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS
Stars: ✭ 122 (-10.29%)
BondBOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision
Stars: ✭ 96 (-29.41%)
Camel toolsA suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
Stars: ✭ 124 (-8.82%)
Nlp Experiments In PytorchPyTorch repository for text categorization and NER experiments in Turkish and English.
Stars: ✭ 35 (-74.26%)
CrossweighCrossWeigh: Training Named Entity Tagger from Imperfect Annotations
Stars: ✭ 91 (-33.09%)
Harvesttext文本挖掘和预处理工具(文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等),无监督或弱监督方法
Stars: ✭ 956 (+602.94%)
PymetamapPython wraper for MetaMap
Stars: ✭ 119 (-12.5%)
Tf nerSimple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
Stars: ✭ 876 (+544.12%)
Turkish Bert Nlp PipelineBert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.
Stars: ✭ 85 (-37.5%)
GigabertZero-shot Transfer Learning from English to Arabic
Stars: ✭ 23 (-83.09%)
BnlpBNLP is a natural language processing toolkit for Bengali Language.
Stars: ✭ 127 (-6.62%)
Bert NerPytorch-Named-Entity-Recognition-with-BERT
Stars: ✭ 829 (+509.56%)
Cluener2020CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
Stars: ✭ 689 (+406.62%)
DanlpDaNLP is a repository for Natural Language Processing resources for the Danish Language.
Stars: ✭ 111 (-18.38%)
StanzaOfficial Stanford NLP Python Library for Many Human Languages
Stars: ✭ 5,887 (+4228.68%)
Seq2annotation基于 TensorFlow & PaddlePaddle 的通用序列标注算法库(目前包含 BiLSTM+CRF, Stacked-BiLSTM+CRF 和 IDCNN+CRF,更多算法正在持续添加中)实现中文分词(Tokenizer / segmentation)、词性标注(Part Of Speech, POS)和命名实体识别(Named Entity Recognition, NER)等序列标注任务。
Stars: ✭ 70 (-48.53%)
Hanlp中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
Stars: ✭ 24,626 (+18007.35%)
SeqevalA Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
Stars: ✭ 508 (+273.53%)
Tf Lstm Crf BatchTensorflow-LSTM-CRF tool for Named Entity Recognizer
Stars: ✭ 59 (-56.62%)
Lightkg基于Pytorch和torchtext的知识图谱深度学习框架。
Stars: ✭ 452 (+232.35%)
AnagoBidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
Stars: ✭ 1,392 (+923.53%)
PhonlpPhoNLP: A BERT-based multi-task learning toolkit for part-of-speech tagging, named entity recognition and dependency parsing (NAACL 2021)
Stars: ✭ 56 (-58.82%)
Mt DnnMulti-Task Deep Neural Networks for Natural Language Understanding
Stars: ✭ 1,871 (+1275.74%)
Ner EvaluationAn 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
Stars: ✭ 126 (-7.35%)
NeuronerNamed-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
Stars: ✭ 1,579 (+1061.03%)
PynlpA pythonic wrapper for Stanford CoreNLP.
Stars: ✭ 103 (-24.26%)
Open Semantic Search AppsPython/Django based webapps and web user interfaces for search, structure (meta data management like thesaurus, ontologies, annotations and named entities) and data import (ETL like text extraction, OCR and crawling filesystems or websites)
Stars: ✭ 55 (-59.56%)