named-entity-recognition

There are 73 repositories under named-entity-recognition topic.

HanLP
hankcs / 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
nlp natural-language-processing hanlp pos-tagging dependency-parser text-classification named-entity-recognition semantic-parsing
Language:Python 29336
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
natural-language-processing data-science machine-learning python cython nlp artificial-intelligence ai spacy nlp-library neural-network neural-networks deep-learning named-entity-recognition entity-linking text-classification tokenization
Language:Python 26337
sebastianruder / NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
natural-language-processing machine-learning named-entity-recognition machine-translation nlp-tasks dialogue
Language:Python 21678
flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
pytorch nlp named-entity-recognition sequence-labeling semantic-role-labeling word-embeddings natural-language-processing machine-learning
Language:Python 12852
spencermountain / compromise
modest natural-language processing
nlp part-of-speech named-entity-recognition
Language:JavaScript 10747
stanfordnlp / CoreNLP
Stanford CoreNLP: A Java suite of core NLP tools.
named-entity-recognition natural-language-processing nlp nlp-parsing stanford-nlp
Language:Java 9045
stanza
stanfordnlp / stanza
Official Stanford NLP Python Library for Many Human Languages
artificial-intelligence corenlp deep-learning machine-learning named-entity-recognition natural-language-processing nlp python pytorch universal-dependencies
Language:Python 6663
deeppavlov / DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
bot nlp chatbot dialogue-systems question-answering chitchat slot-filling intent-classification entity-extraction named-entity-recognition tensorflow deep-learning deep-neural-networks intent-detection dialogue-agents dialogue-manager artificial-intelligence ai nlp-machine-learning machine-learning
Language:Python 6244
macanv / BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
bert ner named-entity-recognition blstm crf bert-bilstm-crf
Language:Python 4350
snipsco / snips-nlu
Snips Python library to extract meaning from text
nlp nlu python machine-learning text-classification intent-classification ner named-entity-recognition slot-filling intent-parser information-extraction snips machine-learning-library chatbot bot ml
Language:Python 3806
simpletransformers
ThilinaRajapakse / simpletransformers
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
transformers text-classification named-entity-recognition question-answering conversational-ai
Language:Python 3697
qq547276542 / Agriculture_KnowledgeGraph
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
knowledge-graph named-entity-recognition question-answering relation-extraction
Language:Python 3514
baidu / lac
百度NLP：分词，词性标注，命名实体识别，词重要性
word-segmentation part-of-speech-tagger named-entity-recognition chinese-word-segmentation chinese-nlp lexical-analysis python java
Language:C++ 3487
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
nlp natural-language-processing spark spark-ml pyspark named-entity-recognition sentiment-analysis lemmatizer spell-checker entity-extraction part-of-speech-tagger bert transformers albert xlnet tensorflow language-detection seq2seq machine-translation text-classification
Language:Scala 3279
hankcs / pyhanlp
中文分词
hanlp natural-language-processing chinese-word-segmentation part-of-speech-tagger named-entity-recognition dependency-parser
Language:Python 2951
BrikerMan / Kashgari
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.
nlp sequence-labeling text-classification bert-model ner machine-learning nlp-framework named-entity-recognition gpt-2 transfer-learning seq2seq bert text-labeling
Language:Python 2357
Determined22 / zh-NER-TF
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
named-entity-recognition bilstm-crf-model tensorflow
Language:Python 2244
explosion / spacy-course
👩‍🏫 Advanced NLP with spaCy: A free online course
spacy nlp natural-language-processing online-course course gatsby gatsbyjs jupyter binder machine-learning named-entity-recognition dependency-parsing part-of-speech-tagging word-vectors
Language:Python 2163
namisan / mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
multi-task-learning natural-language-understanding deep-learning microsoft ranking named-entity-recognition bert machine-reading-comprehension nlp pytorch
Language:Python 2119
crownpku / 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
nlp chinese-nlp information-extraction relation-extraction named-entity-recognition
Language:Python 2104
blmoistawinde / 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
nlp sentiment-analysis new-word-discovery unsupervised text-summarization named-entity-recognition dependency-parser text-segmentation text-cleaning pyhanlp harvesttext keyword-extraction gitee
Language:Python 1944
zjunlp / DeepKE
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
knowledge-graph relation-extraction chinese named-entity-recognition attribute-extraction low-resource document-level information-extraction pytorch deepke ner nlp few-shot prompt bert deep-learning kg multi-modal lightner knowprompt
Language:Python 1937
guillaumegenthial / sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
named-entity-recognition crf tensorflow bi-lstm characters-embeddings glove ner conditional-random-fields state-of-art
Language:Python 1931
jiesutd / NCRFpp
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.
pytorch ner sequence-labeling crf lstm-crf char-rnn char-cnn named-entity-recognition part-of-speech-tagger chunking neural-networks nbest lstm cnn natural-language-processing artificial-intelligence
Language:Python 1869
luopeixiang / named_entity_recognition
中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）
bi-lstm bi-lstm-crf chinese-ner crf hmm named-entity-recognition ner nlp pytorch-ner pytorch-nlp sequence-labeling
Language:Python 1827
UniversalDataTool / universal-data-tool
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
computer-vision annotate-images entity-recognition desktop classification dataset annotation-tool deep-learning text-annotation named-entity-recognition text-labeling semantic-segmentation image-segmentation image-labeling-tool machine-learning image-annotation csv labeling labeling-tool hacktoberfest
Language:JavaScript 1791
Franck-Dernoncourt / NeuroNER
Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
nlp machine-learning neural-networks named-entity-recognition deep-learning tensorflow
Language:Python 1657
Hironsan / anago
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
natural-language-processing machine-learning deep-learning named-entity-recognition keras sequence-labeling
Language:Python 1470
juand-r / entity-recognition-datasets
A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.
entity-extraction named-entity-recognition ner datasets entity-recognition nlp-resources nlp corpora natural-language-processing annotations
Language:Python 1341
CLUEbenchmark / CLUENER2020
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
ner chinese bert chinese-ner fine-grained-ner roberta named-entity-recognition sequence-labeling albert seq2seq sequence-to-sequence dataset chinesener
Language:Python 1303
buppt / ChineseNER
中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF
ner named-entity-recognition chinese bilstm-crf tensorflow pytorch
Language:Python 1256
underthesea
undertheseanlp / underthesea
Underthesea - Vietnamese NLP Toolkit
dependency-parser dependency-parsing named-entity-recognition natural-language-processing ner nlp nlp-library pos-tagging sentence-segmentation vietnamese vietnamese-nlp vietnamese-tokenizer word-segmenter
Language:Python 1166
kamalkraj / BERT-NER
Pytorch-Named-Entity-Recognition-with-BERT
bert named-entity-recognition pytorch conll-2003 cpp11 bert-ner inference curl postman pretrained-models
Language:Python 1135
jiesutd / YEDDA
YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.
annotations entity chunk python tkinter event manual analysis ner recommender-system sutdannotator named-entity-recognition human-annotation annotation-tool
Language:Python 949
chakki-works / seqeval
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
sequence-labeling natural-language-processing deep-learning machine-learning python sequence-labeling-evaluation conlleval named-entity-recognition
Language:Python 940
guillaumegenthial / tf_ner
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
ner named-entity-recognition conll-2003 lstm-crf state-of-the-art tensorflow bi-lstm-crf exponential-moving-average glove character-embeddings tf-estimator tf-data
Language:Python 929

named-entity-recognition

hankcs / HanLP

explosion / spaCy

sebastianruder / NLP-progress

flairNLP / flair

spencermountain / compromise

stanfordnlp / CoreNLP

stanfordnlp / stanza

deeppavlov / DeepPavlov

macanv / BERT-BiLSTM-CRF-NER

snipsco / snips-nlu

ThilinaRajapakse / simpletransformers

qq547276542 / Agriculture_KnowledgeGraph

baidu / lac

JohnSnowLabs / spark-nlp

hankcs / pyhanlp

BrikerMan / Kashgari

Determined22 / zh-NER-TF

explosion / spacy-course

namisan / mt-dnn

crownpku / Information-Extraction-Chinese

blmoistawinde / HarvestText

zjunlp / DeepKE

guillaumegenthial / sequence_tagging

jiesutd / NCRFpp

luopeixiang / named_entity_recognition

UniversalDataTool / universal-data-tool

Franck-Dernoncourt / NeuroNER

Hironsan / anago

juand-r / entity-recognition-datasets

CLUEbenchmark / CLUENER2020

buppt / ChineseNER

undertheseanlp / underthesea

kamalkraj / BERT-NER

jiesutd / YEDDA

chakki-works / seqeval

guillaumegenthial / tf_ner