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bert-ner

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kamalkraj / BERT-NER

Star 1.2k

Pytorch-Named-Entity-Recognition-with-BERT

curl inference pytorch cpp11 named-entity-recognition postman pretrained-models bert conll-2003 bert-ner
  • Updated May 6, 2021
  • Python

ukairia777 / tensorflow-nlp-tutorial

Star 581

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

nlp natural-language-processing tensorflow transformers named-entity-recognition question-answering llama lora trainer bert keras-tutorial sft dpo nlp-tutorial huggingface bert-ner llm
  • Updated Jun 5, 2026
  • Jupyter Notebook

jasoncao11 / nlp-notebook

Star 532

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

nlp natural-language-processing text-classification pytorch seq2seq glove skip-gram bert textcnn electra bilstm-crf-model textrcnn fasttext-embeddings bilstm-attention bert-chinese gpt2 bert-ner transformer-pytorch textrcnn-bert distill-bert
  • Updated May 20, 2023
  • Python

AlexYangLi / ccks2019_el

Star 411

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

knowledge-graph knowledge-base entity-linking character-embeddings entity-recognition entity-disambiguation ccks bert-ner bert-wwm bilstm-cnn
  • Updated Mar 24, 2023
  • Python

kaiyinzhou / NLPGNN

Star 335

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

nlp tf2 gin gan albert bert message-passing graph-convolutional-networks gcn textcnn graphsage bilstm-attention gnn tensorflow2 gpt2 bert-ner bert-cls albert-ner graph-classfication textgcn
  • Updated Aug 14, 2024
  • Python

boat-group / fancy-nlp

Star 284

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

nlp text-classification tensorflow crf python-library keras tf2 named-entity-recognition chinese-nlp semantic-similarity bert bilstm-crf bimpm esim bert-chinese bert-embeddings bert-ner bert-classifier
  • Updated Dec 8, 2022
  • Python

kamalkraj / BERT-NER-TF

Star 213

Named Entity Recognition with BERT using TensorFlow 2.0

curl tensorflow inference named-entity-recognition postman pretrained-models bert tensorflow-2 tensorflow-2-example bert-ner
  • Updated Nov 21, 2022
  • Python

weizhepei / BERT-NER

Star 136

Using pre-trained BERT models for Chinese and English NER with 🤗Transformers

transformers pytorch named-entity-recognition seq2seq conll-2003 chinese-ner msra bert-ner
  • Updated Oct 14, 2020
  • Python

shushanxingzhe / transformers_ner

Star 62

Add CRF or LSTM+CRF for huggingface transformers bert to perform better on NER task. It is very simple to use and very convenient to customize

nlp crf transformers named-entity-recognition ner bert bert-bilstm-crf bert-ner bert-crf
  • Updated Nov 3, 2021
  • Python

FerdinandZhong / punctuator

Star 54

A small seq2seq punctuator tool based on DistilBERT

nlp deep-learning pytorch seq2seq chinese-nlp punctuation bert bert-ner
  • Updated Dec 23, 2024
  • Python

stevezheng23 / bert_extension_tf

Star 30

BERT Extension in TensorFlow

machine-learning natural-language-processing deep-learning artificial-intelligence bert natural-language-understanding bert-ner bert-nlu
  • Updated Aug 29, 2019
  • Python

scionoftech / NamedEntityRecognition-BiLSTM-CRF-BERT

Star 22

NamedEntityRecognition using BiLSTM-CRF,BiLSTM,BERT,TF2.x and Pytorch

named-entity-recognition crfsuite crf-rnn bert-ner
  • Updated Jul 25, 2020
  • Jupyter Notebook

qurator-spk / sbb_ner

Star 19

Named Entity Recognition

named-entity-recognition qurator bert-ner
  • Updated Feb 13, 2026
  • Python

bond005 / runne_contrastive_ner

Star 13

This project is concerned with my participating in the RuNNE competition https://github.com/dialogue-evaluation/RuNNE

nlp deep-learning tensorflow ner siamese-neural-network bert-ner contrastive-learning
  • Updated Jun 28, 2023
  • Python

isLouisHsu / CAIL2021-information-extraction

Star 6

2021年法研杯信息抽取赛道第二名方案

competition named-entity-recognition bert-ner judicial-text top-2
  • Updated Nov 21, 2021
  • Python

MvMukesh / autoKYC

Star 5

Named Entity Extraction with OpenCV, Pytesseract, Spacy (OCR + NER), BIO Labelling

nlp opencv computer-vision deep-learning ocr-service flask-application labelling regular-expressions ner pytesseract spacy-nlp datapreprocessing bert-ner pytesseract-ocr bio-tagging
  • Updated Jan 7, 2025

ukairia777 / tensorflow-bert-ner

Star 4

BERT 기반의 한국어 개체명 인식기 (Named Entity Recognition with BERT using TensorFlow 2.0+)

nlp natural-language-processing tensorflow named-entity-recognition korean-nlp bert-ner kobert
  • Updated Jan 27, 2022
  • Jupyter Notebook

AlouiAmine / Entity-Discovery-And-Linking-System-2019

Star 3
natural-language-processing deep-learning pytorch named-entity-recognition hierarchical-data keras-tensorflow ontonotes hierarchical-classification bert-ner
  • Updated Aug 27, 2019
  • Jupyter Notebook

Brucewuzhang / NER-Research

Star 2

Research on NER. Implemented in TF2.

tf2 ner bert-ner roberta-ner mrc-ner
  • Updated Jul 30, 2021
  • Jupyter Notebook

kshitijzutshi / BERT-NER-API

Star 2

Created BERT Named Entity Relation(NER) API

aws-lambda serverless-framework aws-ecr bert bert-model bert-embeddings huggingface bert-ner huggingface-transformers huggingface-transformers-pipeline
  • Updated Apr 11, 2022
  • Python

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