Alternatives and similar repositories for BERT-NER:

Users that are interested in BERT-NER are comparing it to the libraries listed below

• kyzhouhzau / BERT-NER
  Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
  ☆1,248Updated 2 years ago
• lonePatient / Bert-Multi-Label-Text-Classification
  This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
  ☆897Updated last year
• HIT-SCIR / ELMoForManyLangs
  Pre-trained ELMo Representations for Many Languages
  ☆1,462Updated 3 years ago
• thunlp / ERNIE
  Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"
  ☆1,413Updated last year
• jasonwei20 / eda_nlp
  Data augmentation for NLP, presented at EMNLP 2019
  ☆1,620Updated last year
• lavis-nlp / spert
  PyTorch code for SpERT: Span-based Entity and Relation Transformer
  ☆694Updated last year
• facebookresearch / SpanBERT
  Code for using and evaluating SpanBERT.
  ☆895Updated last year
• yuanxiaosc / BERT-for-Sequence-Labeling-and-Text-Classification
  This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currentl…
  ☆470Updated 2 years ago
• ShannonAI / mrc-for-flat-nested-ner
  Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`
  ☆668Updated last year
• lemonhu / NER-BERT-pytorch
  PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
  ☆443Updated last year
• JayYip / m3tl
  BERT for Multitask Learning
  ☆546Updated last year
• nlpyang / BertSum
  Code for paper Fine-tune BERT for Extractive Summarization
  ☆1,475Updated 3 years ago
• chakki-works / seqeval
  A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
  ☆1,109Updated 5 months ago
• allenai / bilm-tf
  Tensorflow implementation of contextualized word representations from bi-directional language models
  ☆1,618Updated last year
• autoliuweijie / K-BERT
  Source code of K-BERT (AAAI2020)
  ☆962Updated 2 years ago
• nlpyang / PreSumm
  code for EMNLP 2019 paper Text Summarization with Pretrained Encoders
  ☆1,288Updated 6 months ago
• plkmo / BERT-Relation-Extraction
  PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper
  ☆590Updated last year
• allanj / pytorch_neural_crf
  Pytorch implementation of LSTM/BERT-CRF for named entity recognition
  ☆367Updated 2 years ago
• tomohideshibata / BERT-related-papers
  BERT-related papers
  ☆2,037Updated last year
• thunlp / NREPapers
  Must-read papers on neural relation extraction (NRE)
  ☆1,030Updated 4 years ago
• kpe / bert-for-tf2
  A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
  ☆806Updated 2 years ago
• ai-forever / ner-bert
  BERT-NER (nert-bert) with google bert https://github.com/google-research.
  ☆408Updated 5 years ago
• 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 lang…
  ☆1,520Updated 2 months ago
• LiyuanLucasLiu / LM-LSTM-CRF
  Empower Sequence Labeling with Task-Aware Language Model
  ☆845Updated 2 years ago
• Jiakui / awesome-bert
  bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目
  ☆1,850Updated 3 years ago
• guillaumegenthial / tf_ner
  Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
  ☆921Updated 6 years ago
• thunlp / FewRel
  A Large-Scale Few-Shot Relation Extraction Dataset
  ☆733Updated 2 years ago
• lonePatient / albert_pytorch
  A Lite Bert For Self-Supervised Learning Language Representations
  ☆713Updated 4 years ago
• davidsbatista / Annotated-Semantic-Relationships-Datasets
  A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)
  ☆688Updated 3 years ago
• BaptisteBlouin / EventExtractionPapers
  A list of NLP resources focused on event extraction task
  ☆570Updated 11 months ago