snipsco / snips-nlu

Snips Python library to extract meaning from text

python nlp bot machine-learning text-classification chatbot nlu ml information-extraction named-entity-recognition machine-learning-library ner snips slot-filling intent-classification intent-parser

Updated Feb 8, 2020
Python

macanv / BERT-BiLSTM-CRF-NER

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Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

crf named-entity-recognition ner bert blstm bert-bilstm-crf

Updated Aug 17, 2020
Python

wainshine / Chinese-Names-Corpus

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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。

corpus names dataset dict ner

Updated Mar 30, 2020

BrikerMan / Kashgari

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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 machine-learning text-classification named-entity-recognition seq2seq transfer-learning ner bert sequence-labeling nlp-framework bert-model text-labeling gpt-2

Updated Sep 20, 2020
Python

guillaumegenthial / sequence_tagging

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Named Entity Recognition (LSTM + CRF) - Tensorflow

tensorflow crf named-entity-recognition glove ner conditional-random-fields bi-lstm state-of-art characters-embeddings

Updated May 17, 2019
Python

ownthink / Jiagu

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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 pos ner cws chinese-word-segmentation

Updated Sep 11, 2020
Python

jiesutd / NCRFpp

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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.

natural-language-processing crf cnn pytorch artificial-intelligence lstm named-entity-recognition neural-networks chunking ner char-rnn part-of-speech-tagger sequence-labeling nbest lstm-crf char-cnn

Updated Apr 11, 2020
Python

msgi / nlp-journey

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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.

tensorflow svm word2vec crf keras similarity classification attention gensim lda fasttext ner embedding bert elmo

Updated Aug 6, 2020
Python

jiesutd / LatticeLSTM

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Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

ner lstm-crf chinese-ner lattice-lstm lattice-lstm-crf

Updated Apr 25, 2019
Python

CLUEbenchmark / CLUEDatasetSearch

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搜索所有中文NLP数据集，附常用英文NLP数据集

nlp qa sentiment-analysis text-classification match machine-translation text-similarity corpus knowledge-graph chinese text-summarization datasets ner machine-reading-comprehension

Updated Mar 1, 2020
Python

deepset-ai / FARM

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🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry.

nlp deep-learning pytorch question-answering transfer-learning pretrained-models language-models ner nlp-library bert nlp-framework roberta xlnet-pytorch germanbert

Updated Oct 8, 2020
Python

kyzhouhzau / BERT-NER

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Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

tensorflow ner bert conll-2003 google-bert

Updated May 18, 2020
Python

dbiir / UER-py

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Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

nlp natural-language-processing pytorch classification chinese gpt ner bert fine-tuning elmo pre-training

Updated Sep 29, 2020
Python

buppt / ChineseNER

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中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

tensorflow pytorch named-entity-recognition chinese ner bilstm-crf

Updated Mar 15, 2020
Python

guillaumegenthial / tf_ner

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Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

tensorflow named-entity-recognition glove ner tf-data exponential-moving-average character-embeddings bi-lstm-crf conll-2003 state-of-the-art lstm-crf tf-estimator

Updated Dec 18, 2018
Python

microsoft / Recognizers-Text

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Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, and date/time expressed in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI. Partial support for NL, JA, KO, SV). Contributions are greatly welcome! Packages are available at https://www.nuget.org/profiles/Recognizers.Text and https://www.npmjs.com/~recognizers.text

nlp datetime parser-library ner hacktoberfest timex entity-extraction nlp-entity-extraction numex

Updated Oct 8, 2020
C#

luopeixiang / named_entity_recognition

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中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

nlp hmm crf named-entity-recognition ner sequence-labeling bi-lstm bi-lstm-crf pytorch-nlp chinese-ner pytorch-ner

Updated Aug 11, 2020
Python

wainshine / Company-Names-Corpus

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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 dataset dict ner

Updated Mar 30, 2020

lihanghang / NLP-Knowledge-Graph

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自然语言处理、知识图谱、对话系统三大技术研究与应用。

nlp machine-learning deep-learning transformers knowledge-graph event-driven ner bert kbqa ernie

Updated Oct 8, 2020

juand-r / entity-recognition-datasets

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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.

nlp natural-language-processing annotations named-entity-recognition corpora datasets ner nlp-resources entity-extraction entity-recognition