named-entity-recognition

There are 93 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 32532
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 28865
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 22361
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 13595
spencermountain / compromise
modest natural-language processing
nlp part-of-speech named-entity-recognition
Language:JavaScript 11214
stanfordnlp / CoreNLP
CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.
natural-language-processing nlp nlp-parsing named-entity-recognition stanford-nlp
Language:Java 9487
stanza
stanfordnlp / stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
python nlp natural-language-processing machine-learning deep-learning artificial-intelligence pytorch universal-dependencies named-entity-recognition corenlp
Language:Python 7064
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 6553
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 4602
simpletransformers
ThilinaRajapakse / simpletransformers
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
conversational-ai information-retrival named-entity-recognition question-answering text-classification transformers
Language:Python 4000
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 3867
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 3856
baidu / lac
百度NLP：分词，词性标注，命名实体识别，词重要性
chinese-nlp chinese-word-segmentation java lexical-analysis named-entity-recognition part-of-speech-tagger python word-segmentation
Language:C++ 3768
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
nlp natural-language-processing spark pyspark named-entity-recognition sentiment-analysis lemmatizer spell-checker entity-extraction part-of-speech-tagger bert transformers albert tensorflow language-detection machine-translation text-classification language-model llm question-answering
Language:Scala 3713
hankcs / pyhanlp
中文分词
hanlp natural-language-processing chinese-word-segmentation part-of-speech-tagger named-entity-recognition dependency-parser
Language:Python 3082
zjunlp / DeepKE
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
knowledge-graph relation-extraction chinese named-entity-recognition attribute-extraction low-resource document-level information-extraction pytorch deepke ner nlp few-shot prompt deep-learning kg multi-modal lightner knowprompt instructie
Language:Python 3001
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 2378
Determined22 / zh-NER-TF
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
bilstm-crf-model named-entity-recognition tensorflow
Language:Python 2308
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 2300
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 2271
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 2208
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 2200
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 2057
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 1941
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 1902
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 1883
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 1679
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 1478
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 1436
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 1407
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 1364
underthesea
undertheseanlp / underthesea
Underthesea - Vietnamese NLP Toolkit
nlp nlp-library vietnamese-nlp vietnamese natural-language-processing vietnamese-tokenizer word-segmenter sentence-segmentation named-entity-recognition ner dependency-parsing pos-tagging dependency-parser
Language:Python 1320
kamalkraj / BERT-NER
Pytorch-Named-Entity-Recognition-with-BERT
bert bert-ner conll-2003 cpp11 curl inference named-entity-recognition postman pretrained-models pytorch
Language:Python 1186
Tongjilibo / bert4torch
An elegent pytorch implement of transformers
bert nlp pytorch bert4keras named-entity-recognition relation-extraction seq2seq text-classification transformers bert4torch belle chatglm llama llm large-language-models
Language:Python 1148
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 1048
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 1004