kyzhouhzau / NLPGNNLinks
1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
☆337Updated last year
Alternatives and similar repositories for NLPGNN
Users that are interested in NLPGNN are comparing it to the libraries listed below
Sorting:
- using bilstm-crf,bert and other methods to do sequence tagging task☆414Updated 2 years ago
- some baselines for lic2020 (http://lic2020.cipsc.org.cn/)☆219Updated 5 years ago
- Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"☆273Updated 5 years ago
- This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.☆120Updated 6 years ago
- Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresp…☆349Updated 6 years ago
- The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions☆236Updated 5 years ago
- PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.☆450Updated 2 years ago
- Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018)…☆415Updated 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…☆13Updated 2 years ago
- CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案☆412Updated 2 years ago
- transformer crf 命名实体识别☆107Updated 6 years ago
- 中文问题句子相似度计算比赛及方案汇总☆305Updated 5 years ago
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆332Updated last year
- Data Augmentation for NLP. NLP数据增强☆295Updated 5 years ago
- baidu aistudio event extraction competition☆225Updated 2 years ago
- Named Recognition Entity based on BERT and CRF 基于BERT+CRF的中文命名实体识别☆185Updated 3 years ago
- 一个关于百度2019语言与智能技术竞赛信息抽取 (http://lic2019.ccf.org.cn/kg) 模型, 模型采用BERT+CNN。DEMO地址 https://github.com/Wangpeiyi9979/InformationExtractionDem…☆189Updated 6 years ago
- Reject complicated operations for incorporating lexicon for Chinese NER.☆437Updated 3 years ago
- Text-Similarity Method in Pytorch☆470Updated 7 years ago
- Neural Relation Extraction implemented in PyTorch☆220Updated 7 years ago
- USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. …☆265Updated 6 years ago
- transform multi-label classification as sentence pair task, with more training data and information☆178Updated 6 years ago
- 天池大赛疫情文本挑战赛线上第三名方案分享☆228Updated 4 years ago
- SiameseSentenceSimilarity,个人实现的基于Siamese bilstm模型的相似句子判定模型,提供训练数据集和测试数据集.☆271Updated 6 years ago
- 基于Transformers的文本分类☆341Updated 4 years ago
- albert + lstm + crf实体识别，pytorch实现。识别的主要实体是人名、地名、机构名和时间。albert + lstm + crf (named entity recognition)☆137Updated 3 years ago
- SEBERTNets：一种面向金融领域的事件主体抽取方法☆194Updated 3 years ago
- BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE☆142Updated last year
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆293Updated 4 years ago
- Modify Chinese text, modified on LaserTagger Model. 文本复述，基于lasertagger做中文文本数据增强。☆323Updated last year