named-entity-recognition

There are 57 repositories under named-entity-recognition topic.

HanLP
hankcs / HanLP
Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification
dependency-parser hanlp named-entity-recognition natural-language-processing nlp pos-tagging semantic-parsing text-classification
Language:Python 26004
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization
Language:Python 23450
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.
dialogue machine-learning machine-translation named-entity-recognition natural-language-processing nlp-tasks
Language:Python 20382
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 11638
spencermountain / compromise
modest natural-language processing
nlp part-of-speech named-entity-recognition
Language:JavaScript 10224
stanfordnlp / CoreNLP
Stanford CoreNLP: A Java suite of core NLP tools.
named-entity-recognition natural-language-processing nlp nlp-parsing stanford-nlp
Language:Java 8480
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 6127
deepmipt / DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
ai artificial-intelligence bot chatbot chitchat deep-learning deep-neural-networks dialogue-agents dialogue-manager dialogue-systems entity-extraction intent-classification intent-detection machine-learning named-entity-recognition nlp nlp-machine-learning question-answering slot-filling tensorflow
Language:Python 5741
macanv / BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
bert bert-bilstm-crf blstm crf named-entity-recognition ner
Language:Python 4048
snipsco / snips-nlu
Snips Python library to extract meaning from text
bot chatbot information-extraction intent-classification intent-parser machine-learning machine-learning-library ml named-entity-recognition ner nlp nlu python slot-filling snips text-classification
Language:Python 3653
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 relation-extraction question-answering
Language:Python 3160
simpletransformers
ThilinaRajapakse / simpletransformers
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
conversational-ai named-entity-recognition question-answering text-classification transformers
Language:Python 3139
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++ 3034
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 2741
hankcs / pyhanlp
中文分词
chinese-word-segmentation dependency-parser hanlp named-entity-recognition natural-language-processing part-of-speech-tagger
Language:Python 2716
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 2299
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 2135
explosion / spacy-course
👩‍🏫 Advanced NLP with spaCy: A free online course
binder course dependency-parsing gatsby gatsbyjs jupyter machine-learning named-entity-recognition natural-language-processing nlp online-course part-of-speech-tagging spacy word-vectors
Language:Python 2032
namisan / mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
bert deep-learning microsoft multi-task-learning named-entity-recognition natural-language-understanding ranking
Language:Python 1984
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
chinese-nlp information-extraction named-entity-recognition nlp relation-extraction
Language:Python 1972
guillaumegenthial / sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
bi-lstm characters-embeddings conditional-random-fields crf glove named-entity-recognition ner state-of-art tensorflow
Language:Python 1912
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 1811
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 1624
Franck-Dernoncourt / NeuroNER
Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
deep-learning machine-learning named-entity-recognition neural-networks nlp tensorflow
Language:Python 1612
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
dependency-parser gitee harvesttext keyword-extraction named-entity-recognition new-word-discovery nlp pyhanlp sentiment-analysis text-cleaning text-segmentation text-summarization unsupervised
Language:Python 1564
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）
named-entity-recognition nlp sequence-labeling pytorch-nlp hmm crf bi-lstm-crf ner bi-lstm pytorch-ner chinese-ner
Language:Python 1513
Hironsan / anago
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
deep-learning keras machine-learning named-entity-recognition natural-language-processing sequence-labeling
Language:Python 1446
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 1162
zjunlp / DeepKE
An Open Toolkit for Knowledge Base Population（由浙江大学贡献的开源知识图谱抽取与构建工具）
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 1155
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 1112
CLUEbenchmark / CLUENER2020
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
albert bert chinese chinese-ner chinesener dataset fine-grained-ner named-entity-recognition ner roberta seq2seq sequence-labeling sequence-to-sequence
Language:Python 1081
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 1034
undertheseanlp / underthesea
Underthesea - Vietnamese NLP Toolkit
dependecy-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 972
guillaumegenthial / tf_ner
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
bi-lstm-crf character-embeddings conll-2003 exponential-moving-average glove lstm-crf named-entity-recognition ner state-of-the-art tensorflow tf-data tf-estimator
Language:Python 923
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 853
chakki-works / seqeval
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
conlleval deep-learning machine-learning named-entity-recognition natural-language-processing python sequence-labeling sequence-labeling-evaluation
Language:Python 775

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