Alternatives and similar repositories for BERT4doc-Classification

Users that are interested in BERT4doc-Classification are comparing it to the libraries listed below

• lonePatient / Bert-Multi-Label-Text-Classification
  This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
  ☆922Updated 2 years ago
• ShannonAI / mrc-for-flat-nested-ner
  Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`
  ☆678Updated 2 years ago
• RandolphVI / Hierarchical-Multi-Label-Text-Classification
  The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》
  ☆332Updated last year
• allanj / pytorch_neural_crf
  Pytorch implementation of LSTM/BERT-CRF for named entity recognition
  ☆385Updated 5 months ago
• bohanli / BERT-flow
  TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)
  ☆536Updated 4 years ago
• thunlp / BERT-KPE
  ☆450Updated 3 years ago
• facebookresearch / SpanBERT
  Code for using and evaluating SpanBERT.
  ☆899Updated 2 years ago
• shawroad / NLP_pytorch_project
  Embedding, NMT, Text_Classification, Text_Generation, NER etc.
  ☆566Updated 2 years ago
• 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
• maszhongming / MatchSum
  Code for ACL 2020 paper: "Extractive Summarization as Text Matching"
  ☆523Updated 3 years ago
• jidasheng / bi-lstm-crf
  A PyTorch implementation of the BI-LSTM-CRF model.
  ☆260Updated last year
• JayYip / m3tl
  BERT for Multitask Learning
  ☆547Updated 2 years ago
• Sleepychord / CogLTX
  The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"
  ☆274Updated 3 years ago
• thunlp / Few-NERD
  Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"
  ☆398Updated 2 years ago
• fastnlp / TENER
  Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"
  ☆378Updated 5 years ago
• howardhsu / BERT-for-RRC-ABSA
  code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"
  ☆464Updated 4 years ago
• lemonhu / NER-BERT-pytorch
  PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
  ☆449Updated 2 years ago
• monologg / JointBERT
  Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
  ☆721Updated last year
• BaptisteBlouin / EventExtractionPapers
  A list of NLP resources focused on event extraction task
  ☆576Updated last year
• autoliuweijie / BERT-whitening-pytorch
  Pytorch version of BERT-whitening
  ☆311Updated 4 years ago
• allenai / dont-stop-pretraining
  Code associated with the Don't Stop Pretraining ACL 2020 paper
  ☆537Updated 4 years ago
• jiangqn / Aspect-Based-Sentiment-Analysis
  A paper list for aspect based sentiment analysis.
  ☆455Updated last year
• Alibaba-NLP / HiAGM
  Hierarchy-Aware Global Model for Hierarchical Text Classification
  ☆225Updated 2 years ago
• lavis-nlp / spert
  PyTorch code for SpERT: Span-based Entity and Relation Transformer
  ☆710Updated last year
• soulbliss / NLP-conference-compendium
  Compendium of the resources available from top NLP conferences.
  ☆461Updated last year
• HSLCY / ABSA-BERT-pair
  Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)
  ☆515Updated 3 years ago
• goxdve / BiLSTM-CRF
  A Pytorch implementation for NER using BiLSTM-CRF
  ☆141Updated 5 years ago
• yumeng5 / LOTClass
  [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach
  ☆300Updated 3 years ago
• Louis-udm / NER-BERT-CRF
  ☆237Updated 4 years ago
• autoliuweijie / K-BERT
  Source code of K-BERT (AAAI2020)
  ☆978Updated 2 years ago