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）.
  ☆1,257Updated 2 years ago
• plkmo / BERT-Relation-Extraction
  PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper
  ☆594Updated last year
• thunlp / ERNIE
  Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"
  ☆1,415Updated last year
• lonePatient / Bert-Multi-Label-Text-Classification
  This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
  ☆907Updated last year
• chakki-works / seqeval
  A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
  ☆1,125Updated 7 months ago
• nlpyang / BertSum
  Code for paper Fine-tune BERT for Extractive Summarization
  ☆1,484Updated 3 years ago
• JayYip / m3tl
  BERT for Multitask Learning
  ☆547Updated 2 years ago
• HIT-SCIR / ELMoForManyLangs
  Pre-trained ELMo Representations for Many Languages
  ☆1,461Updated 3 years ago
• jasonwei20 / eda_nlp
  Data augmentation for NLP, presented at EMNLP 2019
  ☆1,630Updated 2 years ago
• LiyuanLucasLiu / LM-LSTM-CRF
  Empower Sequence Labeling with Task-Aware Language Model
  ☆846Updated 2 years ago
• utterworks / fast-bert
  Super easy library for BERT based NLP models
  ☆1,891Updated 7 months ago
• nlpyang / PreSumm
  code for EMNLP 2019 paper Text Summarization with Pretrained Encoders
  ☆1,291Updated 8 months ago
• facebookresearch / SpanBERT
  Code for using and evaluating SpanBERT.
  ☆896Updated 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…
  ☆471Updated 2 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…
  ☆1,533Updated 4 months ago
• AtmaHou / Task-Oriented-Dialogue-Research-Progress-Survey
  A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.
  ☆1,246Updated 2 years ago
• guillaumegenthial / tf_ner
  Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
  ☆923Updated 6 years ago
• AnubhavGupta3377 / Text-Classification-Models-Pytorch
  Implementation of State-of-the-art Text Classification Models in Pytorch
  ☆490Updated 6 years ago
• thunlp / NREPapers
  Must-read papers on neural relation extraction (NRE)
  ☆1,032Updated 4 years ago
• autoliuweijie / K-BERT
  Source code of K-BERT (AAAI2020)
  ☆967Updated 2 years ago
• lemonhu / NER-BERT-pytorch
  PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
  ☆443Updated 2 years ago
• HSLCY / ABSA-BERT-pair
  Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)
  ☆511Updated 3 years ago
• roomylee / awesome-relation-extraction
  📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (…
  ☆1,197Updated 3 years ago
• castorini / hedwig
  PyTorch deep learning models for document classification
  ☆595Updated last year
• allanj / pytorch_neural_crf
  Pytorch implementation of LSTM/BERT-CRF for named entity recognition
  ☆369Updated 2 years ago
• lavis-nlp / spert
  PyTorch code for SpERT: Span-based Entity and Relation Transformer
  ☆698Updated last year
• jiesutd / NCRFpp
  NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character …
  ☆1,895Updated 2 years ago
• ai-forever / ner-bert
  BERT-NER (nert-bert) with google bert https://github.com/google-research.
  ☆407Updated 5 years ago
• UKPLab / emnlp2017-bilstm-cnn-crf
  BiLSTM-CNN-CRF architecture for sequence tagging
  ☆830Updated 3 years ago
• allenai / bilm-tf
  Tensorflow implementation of contextualized word representations from bi-directional language models
  ☆1,619Updated 2 years ago