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
- Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556☆45Updated 4 years ago
- CCKS2020面向金融领域的小样本跨类迁移事件抽取baseline☆56Updated 2 years ago
- The public state-of-the-art methods for deep learning based ASC☆125Updated 5 years ago
- Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020☆46Updated 4 years ago
- Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.☆99Updated 6 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆121Updated 5 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
- Code and models for the paper "Aspect Sentiment Classification with Aspect-Specific Opinion Spans", EMNLP 2020.☆33Updated 5 years ago
- Papers, models and datasets for Aspect-Category Sentiment Analysis.☆66Updated 2 years ago
- A text classification example with Bert/ELMo/GloVe in pytorch☆90Updated 5 years ago
- Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Cr…☆14Updated 6 years ago
- Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification☆50Updated 6 years ago
- ☆48Updated 5 years ago
- ☆60Updated 5 years ago
- Text classification NLP pipeline with transformers☆26Updated 2 months ago
- Source code of the paper "Attention as Relation: Learning Supervised Multi-head Self-Attention for Relation Extraction, IJCAI 2020."☆28Updated 5 years ago
- 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
- [EMNLP 2020] Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis☆31Updated 4 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆138Updated last year
- A pytorch implementation of CapsNet for text classification 汽车行业用户观点主题及情感识别为例(subject-and-sentiment-analysis)☆85Updated 6 years ago
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification☆24Updated 5 years ago
- PyTorch Bert Text Classification☆31Updated 6 years ago
- Source code for the paper "Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network"☆120Updated 5 years ago
- 2020 科大讯飞 事件抽取挑战赛☆22Updated 5 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆121Updated 6 years ago
- Chinese Named Entity Recognition Using Neural Network☆30Updated 3 years ago
- ☆134Updated 2 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 4 years ago