Search Results - RepositoryStats

BERT-BiLSTM-CRF-NER macanv

1.3k

4.7k

unknown

93

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

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

Created 2018-11-25

70 commits to master branch, last one 4 years ago

CLUEDatasetSearch CLUEbenchmark

612

4.2k

unknown

62

搜索所有中文NLP数据集，附常用英文NLP数据集

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

Created 2020-02-21

39 commits to master branch, last one about a year ago

Chinese-Names-Corpus wainshine

994

4.0k

apache-2.0

104

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。

ner dict names corpus dataset

Created 2016-12-08

80 commits to master branch, last one 7 months ago

snips-nlu snipsco

513

3.9k

apache-2.0

134

Snips Python library to extract meaning from text

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

Created 2017-02-08

2,154 commits to master branch, last one 3 years ago

DeepKE zjunlp

685

3.5k

mit

43

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

Created 2018-08-01

1,675 commits to main branch, last one 4 days ago

JioNLP dongrixinyu

404

3.4k

apache-2.0

34

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

ner nlp python apache2 chinese nlp-parse time-parse time-parsing preprocessing natural-language-processing

Created 2020-03-13

540 commits to master branch, last one 10 days ago

Jiagu ownthink

614

3.3k

mit

87

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

cws ner nlp pos chinese-word-segmentation

Created 2018-12-30

107 commits to master branch, last one 2 years ago

UER-py dbiir

526

3.0k

apache-2.0

76

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

Created 2019-04-10

1,058 commits to master branch, last one 6 months ago

rust-bert guillaume-be

215

2.6k

apache-2.0

41

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

gpt ner nlp bart bert rust gpt-2 electra roberta rust-lang transformer translation deep-learning machine-learning question-answering sentiment-analysis language-generation

Created 2020-01-25

1,118 commits to main branch, last one about a month ago

NLP-Interview-Notes km1994

511

2.5k

unknown

23

该仓库主要记录 NLP 算法工程师相关的面试题

ner nlp bert transformer deel-learning

Created 2021-02-22

51 commits to main branch, last one about a year ago

Kashgari BrikerMan

441

2.4k

apache-2.0

64

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.

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

Created 2019-01-19

955 commits to v2-main branch, last one 3 years ago

named_entity_recognition luopeixiang

537

2.1k

unknown

22

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

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

Created 2019-03-21

10 commits to master branch, last one 5 years ago

BERT-NER-Pytorch lonePatient

427

2.1k

mit

13

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

crf ner nlp bert span albert chinese pytorch softmax focal-loss labelsmoothing adversarial-training

Created 2019-02-12

27 commits to master branch, last one about a year ago

sequence_tagging guillaumegenthial

702

1.9k

apache-2.0

73

Named Entity Recognition (LSTM + CRF) - Tensorflow

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

Created 2017-03-29

37 commits to master branch, last one 6 years ago

NCRFpp jiesutd

446

1.9k

apache-2.0

60

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.

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

Created 2017-12-06

127 commits to master branch, last one 3 years ago

LatticeLSTM jiesutd

453

1.8k

unknown

42

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

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

Created 2018-04-22

15 commits to master branch, last one 5 years ago

FARM deepset-ai

248

1.7k

apache-2.0

53

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

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

Created 2019-07-17

594 commits to master branch, last one 2 years ago

knowledge-graphs shaoxiongji

293

1.7k

unknown

62

A collection of research on knowledge graphs

ner paper survey reasoning commonsense cross-modal knowledge-graph dialogue-systems question-answering relation-extraction information-retrieval recommendation-systems representation-learning meta-relational-learning temporal-knowledge-graph knowledge-graph-completion natural-language-processing

Created 2019-01-02

73 commits to master branch, last one 2 years ago

Recognizers-Text microsoft

429

1.7k

mit

63

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). Pa...

ner nlp date time numex timex parser numbers datetime hacktoberfest parser-library time-expression entity-extraction number-expression time-expression-recognition datetime-normalization-and-resolution

Created 2017-04-17

2,056 commits to master branch, last one 2 days ago

NLP-Knowledge-Graph lihanghang

362

1.6k

mit

59

自然语言处理、知识图谱、对话系统三大技术研究与应用。

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

Created 2019-01-29

176 commits to master branch, last one about a year ago

entity-recognition-datasets juand-r

247

1.5k

mit

41

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.

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

Created 2018-09-01

256 commits to master branch, last one 4 months ago

CLUENER2020 CLUEbenchmark

302

1.4k

unknown

20

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

ner bert albert chinese dataset roberta seq2seq chinesener chinese-ner fine-grained-ner sequence-labeling sequence-to-sequence named-entity-recognition

Created 2020-01-05

69 commits to master branch, last one about a year ago