lonePatient / BiLSTM-CRF-NER-PyTorch
This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.
☆120Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for BiLSTM-CRF-NER-PyTorch
- BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE☆138Updated 3 months ago
- Code for ACL 2019 : Entity-Relation Extraction as Multi-Turn Question Answering☆73Updated last year
- Joint Extraction of Entities and Relations Based on cnn+rnn☆185Updated 3 years ago
- Using pre-trained BERT models for Chinese and English NER with 🤗Transformers☆136Updated 4 years ago
- Chinese NER using Lattice LSTM. Reproduction for ACL 2018 paper.☆129Updated 4 years ago
- Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism☆200Updated 6 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆137Updated 4 months ago
- ☆278Updated 3 years ago
- Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018)…☆413Updated 3 years ago
- ☆130Updated 2 years ago
- Source code for the paper "Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network"☆119Updated 4 years ago
- Code associated with the paper **Two are Better Than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**, at EMNLP 2…☆196Updated 2 years ago
- Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"☆269Updated 4 years ago
- Release for acl18 paper "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"☆197Updated last year
- 该repo可用于将OntoNotes-5.0转换为Conll格式☆129Updated 2 years ago
- Release for ECAI 2020 paper "Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy"☆160Updated 4 years ago
- Bi-LSTM+CRF sequence labeling model implemented in PyTorch☆68Updated 5 years ago
- lic2020关系抽取比赛,使用Pytorch实现苏神的模型。☆102Updated 4 years ago
- PyTorch implement of BiLSTM-CRF for Chinese NER☆60Updated 5 years ago
- code for ACL2020:《FLAT: Chinese NER Using Flat-Lattice Transformer》 我注释&修改&添加了部分源码,使得大家更容易复现这个代码。☆56Updated 4 years ago
- ☆222Updated 3 years ago
- using bilstm-crf,bert and other methods to do sequence tagging task☆414Updated last year
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆286Updated 3 years ago
- transform multi-label classification as sentence pair task, with more training data and information☆178Updated 4 years ago
- Att-ChemdNER☆109Updated 6 years ago
- AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"☆124Updated 4 years ago
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆72Updated 4 years ago
- This is the code for our EMNLP 2018 paper "Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation"☆234Updated 2 years ago
- Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions☆113Updated 3 years ago