jingyuanz / protonet-bert-text-classificationLinks
finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet
☆27Updated 4 years ago
Alternatives and similar repositories for protonet-bert-text-classification
Users that are interested in protonet-bert-text-classification are comparing it to the libraries listed below
Sorting:
- Attention-based Induction Networks for Few-Shot Text Classification☆45Updated 5 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
- The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction☆58Updated 2 years ago
- Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning☆112Updated 5 years ago
- ☆57Updated 6 years ago
- ACL 2019 paper:Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification☆60Updated 6 years ago
- ☆23Updated 6 years ago
- CIKM 2019: Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots☆85Updated 5 years ago
- Utilize BERT model for multi task including ABSA (aspect based sentiment analysis) task and AE (Aspect Extraction) task☆10Updated 6 years ago
- Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network☆154Updated 3 years ago
- Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"☆50Updated 5 years ago
- Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)☆64Updated 5 years ago
- 复现论文《Few-Shot Text Classification with Induction Network》☆52Updated 5 years ago
- Code for "A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis." on EMNLP 2019.☆21Updated 5 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆121Updated 6 years ago
- Cross-Lingual Machine Reading Comprehension (EMNLP 2019)☆68Updated 5 years ago
- Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)☆44Updated 5 years ago
- A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning☆89Updated 5 years ago
- Codes for the paper Bipartite Flat-Graph Network for Nested Named Entity Recognition☆63Updated 5 years ago
- Few-shot classification in Named Entity Recognition Task☆81Updated 6 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆121Updated 5 years ago
- Multi-cell compositional LSTM for NER domain adaptation, code for ACL 2020 paper☆29Updated 4 years ago
- Multitask Learning for Machine Reading Comprehension, NAACL 2019☆102Updated 5 years ago
- Semi-supervised Learning for Sentiment Analysis☆54Updated 4 years ago
- AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"☆128Updated 4 years ago
- Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision☆38Updated 3 years ago
- QA-style Sentiment Classification☆20Updated 6 years ago
- Code for ACL 2019 : Entity-Relation Extraction as Multi-Turn Question Answering☆74Updated 2 years ago
- Code for EMNLP 2019 paper "A Boundary-aware Neural Model for Nested Named Entity Recognition"☆89Updated 3 years ago