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
- ☆32Updated 3 years ago
- Aspect-Sentiment-Opinion Triplet Extraction (ASOTE)☆71Updated 2 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆120Updated 5 years ago
- A text classification example with Bert/ELMo/GloVe in pytorch☆90Updated 4 years ago
- Transition-based Directed Graph Direction for Emotion-Cause Pair Extraction☆47Updated 5 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆84Updated 2 years ago
- Code and dataset for EMNLP 2020 paper titled "A Multi-task Learning Framework for Opinion Triplet Extraction"☆51Updated 2 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆142Updated 2 years ago
- Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020☆46Updated 4 years ago
- Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Cr…☆14Updated 5 years ago
- Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.☆162Updated 3 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
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆121Updated 6 years ago
- Code and models for the paper "Aspect Sentiment Classification with Aspect-Specific Opinion Spans", EMNLP 2020.☆33Updated 4 years ago
- ☆30Updated 2 years ago
- Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification☆51Updated 5 years ago
- Text classification in Tensorflow1.x☆25Updated 2 years ago
- The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)☆46Updated 4 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆103Updated 4 years ago
- The public state-of-the-art methods for deep learning based ASC☆124Updated 5 years ago
- [EMNLP 2020] Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis☆31Updated 4 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
- Papers, models and datasets for Aspect-Category Sentiment Analysis.☆66Updated 2 years ago
- Code for modeling encoder-decoder architecture with pointer network for joint entity and relation extraction (AAAI 2020).☆105Updated 5 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 5 years ago
- Codes for the paper Bipartite Flat-Graph Network for Nested Named Entity Recognition☆63Updated 5 years ago
- Codes and Datasets for our EMNLP 2021 (main conference) Long Paper titled "PASTE: A Tagging-Free Decoding Framework Using Pointer Network…☆15Updated 4 years ago
- Hierarchical Neural Attention-based Classification☆26Updated 4 years ago