xuyige / BERT4doc-Classification
Code and source for paper ``How to Fine-Tune BERT for Text Classification?``
☆626Updated 3 years ago
Alternatives and similar repositories for BERT4doc-Classification:
Users that are interested in BERT4doc-Classification are comparing it to the libraries listed below
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆673Updated last year
- This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.☆907Updated last year
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆533Updated 3 years ago
- Pytorch implementation of LSTM/BERT-CRF for named entity recognition☆369Updated 2 years ago
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆326Updated 10 months ago
- Code for using and evaluating SpanBERT.☆896Updated last year
- 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
- ☆449Updated 2 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆374Updated 4 years ago
- PyTorch code for SpERT: Span-based Entity and Relation Transformer☆699Updated last year
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆529Updated 3 years ago
- The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"☆272Updated 2 years ago
- Embedding, NMT, Text_Classification, Text_Generation, NER etc.☆562Updated last year
- Source code of K-BERT (AAAI2020)☆967Updated 2 years ago
- The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`☆276Updated last year
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆396Updated last year
- PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.☆443Updated 2 years ago
- Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer☆541Updated 3 years ago
- Implementation of the ESIM model for natural language inference with PyTorch☆368Updated 3 years ago
- [NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812☆803Updated 2 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆298Updated 3 years ago
- The score code of FastBERT (ACL2020)☆604Updated 3 years ago
- A paper list for aspect based sentiment analysis.☆456Updated last year
- BERT for Multitask Learning☆547Updated 2 years ago
- PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper☆594Updated last year
- Collection of papers and resources for data augmentation for NLP.☆826Updated 2 years ago
- A list of NLP resources focused on event extraction task☆571Updated last year
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆213Updated 2 years ago
- Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)☆510Updated 3 years ago
- 简单的向量白化改善句向量质量☆484Updated 3 years ago