ner

There are 25 repositories under ner topic.

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 4343
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 3800
wainshine / Chinese-Names-Corpus
中文人名语料库。人名生成器。中文姓名,姓氏,名字,称呼,日本人名,翻译人名,英文人名。可用于中文分词、人名实体识别。
names corpus dict ner dataset
3574
CLUEbenchmark / CLUEDatasetSearch
搜索所有中文NLP数据集，附常用英文NLP数据集
nlp datasets chinese ner qa match text-classification machine-translation knowledge-graph corpus machine-reading-comprehension sentiment-analysis text-similarity text-summarization
Language:Python 3191
ownthink / Jiagu
Jiagu深度学习自然语言处理工具知识图谱关系抽取中文分词词性标注命名实体识别情感分析新词发现关键词文本摘要文本聚类
nlp cws pos ner chinese-word-segmentation
Language:Python 2966
dbiir / UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
bert pre-training fine-tuning gpt chinese natural-language-processing pytorch elmo classification ner t5 unilm roberta albert clue gpt-2 model-zoo bart pegasus xlm-roberta
Language:Python 2647
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 2355
dongrixinyu / JioNLP
中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com
nlp natural-language-processing python apache2 ner chinese time-parse nlp-parse preprocessing time-parsing
Language:Python 2118
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 1932
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 1911
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 1867
guillaume-be / rust-bert
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
deep-learning nlp transformer bert rust-lang rust machine-learning ner sentiment-analysis question-answering language-generation gpt-2 roberta gpt bart electra translation
Language:Rust 1854
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 1821
lonePatient / BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
adversarial-training albert bert chinese crf focal-loss labelsmoothing ner nlp pytorch softmax span
Language:Python 1760
km1994 / NLP-Interview-Notes
该仓库主要记录 NLP 算法工程师相关的面试题
bert transformer nlp ner deel-learning
Language:Jupyter Notebook 1735
jiesutd / LatticeLSTM
Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
lattice-lstm lstm-crf ner chinese-ner lattice-lstm-crf
Language:Python 1686
FARM
deepset-ai / FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
language-models bert nlp deep-learning transfer-learning pytorch nlp-library nlp-framework xlnet-pytorch ner question-answering pretrained-models roberta germanbert
Language:Python 1668
microsoft / Recognizers-Text
Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, date/time, etc. in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI, NL. Partial support for JA, KO, AR, SV). Packages available at: https://www.nuget.org/profiles/Recognizers.Text, https://www.npmjs.com/~recognizers.text
nlp datetime timex parser-library ner hacktoberfest date entity-extraction number-expression numbers numex parser time time-expression time-expression-recognition datetime-normalization-and-resolution
Language:C# 1556
msgi / nlp-journey
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
ner embedding classification similarity keras tensorflow lda gensim fasttext svm bert elmo word2vec crf attention
Language:Python 1535
shaoxiongji / knowledge-graphs
A collection of research on knowledge graphs
knowledge-graph representation-learning relation-extraction reasoning natural-language-processing temporal-knowledge-graph ner commonsense meta-relational-learning cross-modal knowledge-graph-completion question-answering dialogue-systems recommendation-systems information-retrieval survey paper
Language:JavaScript 1460
NLP-Knowledge-Graph
lihanghang / NLP-Knowledge-Graph
自然语言处理、知识图谱、对话系统三大技术研究与应用。
nlp ner kbqa event-driven deep-learning machine-learning knowledge-graph bert ernie transformers
1353
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 1337
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 1298
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 1252
kyzhouhzau / BERT-NER
Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
bert ner tensorflow conll-2003 google-bert
Language:Python 1203
charlesXu86 / Chatbot_CN
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
deep-learning chatbot-cn tenserflow-serving intent-detection django-restful reinforcement-learning knowledge-graph slot-filling dialogue-systems ir oriented-dialogs sentiment-analysis tensorflow ner nlu nlg attention-mechanism text-correct text-classification recommendation
1178
920232796 / bert_seq2seq
pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。
bert seq2seq ner crf text-classification unilm pytorch roberta autotitle gpt2 t5-model
Language:Python 1159
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 1158
wainshine / Company-Names-Corpus
公司名语料库。机构名语料库。公司简称,缩写,品牌词,企业名。可用于中文分词、机构名实体识别。
company corpus dict ner dataset
1148
natasha
natasha / natasha
Solves basic Russian NLP tasks, API for lower level Natasha projects
nlp russian tokenizer sentence-segmentation embeddings morphology syntax ner visualization python
Language:Python 1059
SeanLee97 / xmnlp
xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能
pinyin nlp spell-checker radical sentiment-analysis ner lexical-analysis segmentation postagging sentence-embeddings sentence-similarity
Language:Python 1049
wink-nlp
winkjs / wink-nlp
Developer friendly Natural Language Processing ✨
bm25 chatbot custom-entity-detection hacktoberfest named-entity-extraction natural-language-processing negation-handling ner nlp pattern-matching pos-tagging sbd sentence-boundary-detection sentiment-analysis tokenize vectorizer visualization wink wink-nlp word-vectors
Language:JavaScript 993
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 950
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 930
ProHiryu / bert-chinese-ner
使用预训练语言模型BERT做中文NER
bert fine-tune ner chinese tensorflow
Language:Python 896
LiyuanLucasLiu / LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Language Model
ner language-model crf sequence-labeling pytorch
Language:Python 840

ner

macanv / BERT-BiLSTM-CRF-NER

snipsco / snips-nlu

wainshine / Chinese-Names-Corpus

CLUEbenchmark / CLUEDatasetSearch

ownthink / Jiagu

dbiir / UER-py

BrikerMan / Kashgari

dongrixinyu / JioNLP

guillaumegenthial / sequence_tagging

zjunlp / DeepKE

jiesutd / NCRFpp

guillaume-be / rust-bert

luopeixiang / named_entity_recognition

lonePatient / BERT-NER-Pytorch

km1994 / NLP-Interview-Notes

jiesutd / LatticeLSTM

deepset-ai / FARM

microsoft / Recognizers-Text

msgi / nlp-journey

shaoxiongji / knowledge-graphs

lihanghang / NLP-Knowledge-Graph

juand-r / entity-recognition-datasets

CLUEbenchmark / CLUENER2020

buppt / ChineseNER

kyzhouhzau / BERT-NER

charlesXu86 / Chatbot_CN

920232796 / bert_seq2seq

undertheseanlp / underthesea

wainshine / Company-Names-Corpus

natasha / natasha

SeanLee97 / xmnlp

winkjs / wink-nlp

jiesutd / YEDDA

guillaumegenthial / tf_ner

ProHiryu / bert-chinese-ner

LiyuanLucasLiu / LM-LSTM-CRF