kyzhouhzau / NLPGNN
1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
☆334Updated 6 months ago
Alternatives and similar repositories for NLPGNN:
Users that are interested in NLPGNN are comparing it to the libraries listed below
- using bilstm-crf,bert and other methods to do sequence tagging task☆414Updated last year
- Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"☆269Updated 4 years ago
- PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.☆442Updated last year
- Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018)…☆414Updated 3 years ago
- Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresp…☆347Updated 5 years ago
- some baselines for lic2020 (http://lic2020.cipsc.org.cn/)☆218Updated 4 years ago
- CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案☆409Updated last year
- This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.☆120Updated 5 years ago
- Reject complicated operations for incorporating lexicon for Chinese NER.☆436Updated 3 years ago
- bert-bilstm-crf implemented in pytorch for named entity recognition.☆275Updated 3 years ago
- USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. …☆260Updated 5 years ago
- Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow☆565Updated 6 years ago
- baidu aistudio event extraction competition☆224Updated last year
- distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取☆499Updated 4 years ago
- 2019百度的关系抽取比赛，使用Pytorch实现苏神的模型，F1在dev集可达到0.75，联合关系抽取，Joint Relation Extraction.☆313Updated 4 years ago
- Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALB…☆12Updated last year
- 使用预训练语言模型ALBERT做中文NER☆470Updated 4 years ago
- ☆278Updated 4 years ago
- This is the code for our EMNLP 2018 paper "Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation"☆235Updated 2 years ago
- 以词为基本单位的中文BERT☆464Updated 3 years ago
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆289Updated 3 years ago
- Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。☆286Updated 5 years ago
- ☆345Updated 5 years ago
- Joint Extraction of Entities and Relations Based on cnn+rnn☆185Updated 3 years ago
- Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism☆200Updated 6 years ago
- Neural Relation Extraction implemented in PyTorch☆218Updated 6 years ago
- Named Recognition Entity based on BERT and CRF 基于BERT+CRF的中文命名实体识别☆183Updated 2 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆373Updated 4 years ago
- BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE☆139Updated 6 months ago
- ChineseNER based on BERT, with BiLSTM+CRF layer☆445Updated 3 years ago