yuanxiaosc / BERT-for-Sequence-Labeling-and-Text-ClassificationLinks
This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.
☆470Updated 2 years ago
Alternatives and similar repositories for BERT-for-Sequence-Labeling-and-Text-Classification
Users that are interested in BERT-for-Sequence-Labeling-and-Text-Classification are comparing it to the libraries listed below
Sorting:
- slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shoppi…☆400Updated 4 years ago
- PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.☆449Updated 2 years ago
- BERT for Multitask Learning☆548Updated 2 years ago
- A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆306Updated 3 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆378Updated 5 years ago
- ☆452Updated 3 years ago
- Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆340Updated 6 years ago
- code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"☆464Updated 4 years ago
- Ner with Bert☆282Updated 6 years ago
- Pytorch-Named-Entity-Recognition-with-transformers☆210Updated 5 years ago
- Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)☆515Updated 3 years ago
- using bilstm-crf,bert and other methods to do sequence tagging task☆414Updated 2 years ago
- A Abstractive Summarization Implementation with Transformer and Pointer-generator☆399Updated 4 years ago
- Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018)…☆414Updated 4 years ago
- About Muti-Label Text Classification Based on Neural Network.☆562Updated 4 years ago
- ☆237Updated 4 years ago
- BERT as language model, fork from https://github.com/google-research/bert☆249Updated last year
- Named Entity Recognition with BERT using TensorFlow 2.0☆214Updated 2 years ago
- Pytorch implementation of LSTM/BERT-CRF for named entity recognition☆385Updated 5 months ago
- Named Entity Recognition as Dependency Parsing☆351Updated 2 years ago
- Implementation of the ESIM model for natural language inference with PyTorch☆373Updated 4 years ago
- [EMNLP 2019 Workshop] Exploiting BERT for End-to-End Aspect-based Sentiment Analysis☆403Updated 2 years ago
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆294Updated 4 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.☆388Updated 2 years ago
- Slot-Gated Modeling for Joint Slot Filling and Intent Prediction☆304Updated 4 years ago
- Learning Named Entity Tagger from Domain-Specific Dictionary☆485Updated 6 years ago
- Data Augmentation for NLP. NLP数据增强☆296Updated 4 years ago
- Text-Similarity Method in Pytorch☆470Updated 6 years ago
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆678Updated 2 years ago
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆333Updated last year