named-entity-recognition

There are 90 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
dependency-parser hanlp named-entity-recognition natural-language-processing nlp pos-tagging semantic-parsing text-classification
Language:Python 32263
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 28686
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 22290
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 13553
spencermountain / compromise
modest natural-language processing
named-entity-recognition nlp part-of-speech
Language:JavaScript 11181
stanfordnlp / CoreNLP
CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.
named-entity-recognition natural-language-processing nlp nlp-parsing stanford-nlp
Language:Java 9442
stanza
stanfordnlp / stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
artificial-intelligence corenlp deep-learning machine-learning named-entity-recognition natural-language-processing nlp python pytorch universal-dependencies
Language:Python 7037
deeppavlov / 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 6538
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 4569
simpletransformers
ThilinaRajapakse / simpletransformers
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
transformers text-classification named-entity-recognition question-answering conversational-ai information-retrival
Language:Python 3977
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 3861
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 3821
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++ 3738
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
albert bert entity-extraction language-detection language-model lemmatizer llm machine-translation named-entity-recognition natural-language-processing nlp part-of-speech-tagger pyspark question-answering sentiment-analysis spark spell-checker tensorflow text-classification transformers
Language:Scala 3661
hankcs / pyhanlp
中文分词
chinese-word-segmentation dependency-parser hanlp named-entity-recognition natural-language-processing part-of-speech-tagger
Language:Python 3067
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 2899
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.
bert bert-model gpt-2 machine-learning named-entity-recognition ner nlp nlp-framework seq2seq sequence-labeling text-classification text-labeling transfer-learning
Language:Python 2376
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 2302
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 2278
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 2263
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 2196
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 2193
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 2031
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 1939
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 1895
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.
artificial-intelligence char-cnn char-rnn chunking cnn crf lstm lstm-crf named-entity-recognition natural-language-processing nbest ner neural-networks part-of-speech-tagger pytorch sequence-labeling
Language:Python 1877
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 1675
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 1474
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 1431
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 1392
buppt / ChineseNER
中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF
bilstm-crf chinese named-entity-recognition ner pytorch tensorflow
Language:Python 1353
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 1308
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 1179
Tongjilibo / bert4torch
An elegent pytorch implement of transformers
belle bert bert4keras bert4torch chatglm large-language-models llama llm named-entity-recognition nlp pytorch relation-extraction seq2seq text-classification transformers
Language:Python 1114
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 1042
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 998