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. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.
☆471Updated 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
- PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.☆444Updated 2 years ago
- code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"☆459Updated 4 years ago
- slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shoppi…☆401Updated 4 years ago
- Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆337Updated 5 years ago
- ☆449Updated 2 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆532Updated 3 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆374Updated 4 years ago
- BERT for Multitask Learning☆546Updated last year
- A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆305Updated 2 years ago
- Use Google's BERT for named entity recognition (CoNLL-2003 as the dataset).☆1,257Updated 2 years ago
- A Abstractive Summarization Implementation with Transformer and Pointer-generator☆394Updated 3 years ago
- Pytorch implementation of LSTM/BERT-CRF for named entity recognition☆368Updated 2 years ago
- using bilstm-crf,bert and other methods to do sequence tagging task☆414Updated last year
- Pytorch-Named-Entity-Recognition-with-transformers☆210Updated 4 years ago
- Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)☆510Updated 3 years ago
- Ner with Bert☆281Updated 5 years ago
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆671Updated last year
- A list of NLP resources focused on event extraction task☆571Updated last year
- Named Entity Recognition with BERT using TensorFlow 2.0☆213Updated 2 years ago
- This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.☆903Updated last year
- Slot-Gated Modeling for Joint Slot Filling and Intent Prediction☆305Updated 3 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.☆387Updated 2 years ago
- ☆278Updated 4 years ago
- Named Entity Recognition as Dependency Parsing☆348Updated last year
- Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018)…☆417Updated 3 years ago
- Learning Named Entity Tagger from Domain-Specific Dictionary☆482Updated 5 years ago
- BERT-NER (nert-bert) with google bert https://github.com/google-research.☆407Updated 5 years ago
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆291Updated 3 years ago
- PyTorch code for SpERT: Span-based Entity and Relation Transformer☆698Updated last year
- Text-Similarity Method in Pytorch☆469Updated 6 years ago