JRC1995 / BERT-Disaster-Classification-Capsule-RoutingLinks
Exploration of BERT-BiLSTM models with Layer Aggregation (attention-based and capsule-routing-based) and Hidden-State Aggregation (attention-based and capsule-routing-based).
☆25Updated 5 years ago
Alternatives and similar repositories for BERT-Disaster-Classification-Capsule-Routing
Users that are interested in BERT-Disaster-Classification-Capsule-Routing are comparing it to the libraries listed below
Sorting:
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- A text classification example with Bert/ELMo/GloVe in pytorch☆90Updated 4 years ago
- Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556☆45Updated 4 years ago
- ☆60Updated 5 years ago
- Papers, models and datasets for Aspect-Category Sentiment Analysis.☆66Updated 2 years ago
- CCKS2020面向金融领域的小样本跨类迁移事件抽取baseline☆55Updated 2 years ago
- Text classification NLP pipeline with transformers☆25Updated last week
- A pytorch version of ACL 2020 paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" https://arxiv.org/abs/19…☆25Updated 5 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆102Updated 4 years ago
- ☆61Updated last year
- Codes for the paper Bipartite Flat-Graph Network for Nested Named Entity Recognition☆63Updated 5 years ago
- Release for ECAI 2020 paper "Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy"☆162Updated 5 years ago
- Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection".☆71Updated 3 years ago
- Source code for the paper "Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network"☆120Updated 5 years ago
- ☆27Updated 2 years ago
- Worth-reading paper list and other awesome resources on Machine Reading Comprehension (MRC) and textual Question Answering (QA). 机器阅读理解与文…☆27Updated 4 years ago
- Source code of the paper "Attention as Relation: Learning Supervised Multi-head Self-Attention for Relation Extraction, IJCAI 2020."☆28Updated 5 years ago
- [EMNLP 2020] Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis☆31Updated 4 years ago
- 这是一个seq2seq模型,编码器是bert,解码器是transformer的解码器,可用于自然语言处理中文本生成领域的任务☆71Updated 6 years ago
- Chinese Named Entity Recognition Using Neural Network☆29Updated 2 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆137Updated last year
- 本项目采用PyTorch和transformers 模块实现英语序列标注,其中对BERT进行微调。☆19Updated 4 years ago
- ☆48Updated 4 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆121Updated 6 years ago
- 2020语言与智能技术竞赛:事件抽取任务 -- 联合抽取baseline☆55Updated 5 years ago
- Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Cr…☆14Updated 5 years ago
- Code and models for the paper "Aspect Sentiment Classification with Aspect-Specific Opinion Spans", EMNLP 2020.☆33Updated 4 years ago
- A pytorch implementation of BERT-based relation classification☆149Updated 4 years ago
- ☆29Updated last year
- Baidu lic 2020 event extraction☆9Updated 5 years ago