zhongyuchen / few-shot-text-classificationLinks
Few-shot binary text classification with Induction Networks and Word2Vec weights initialization
☆109Updated last year
Alternatives and similar repositories for few-shot-text-classification
Users that are interested in few-shot-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 for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆109Updated 3 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
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆261Updated 4 years ago
- MTM☆143Updated 3 years ago
- Library of various Few-Shot Learning frameworks for text classification☆60Updated 3 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- A text classification example with Bert/ELMo/GloVe in pytorch☆90Updated 5 years ago
- ☆121Updated 6 years ago
- Platform for few-shot natural language processing: Text Classification, Sequene Labeling.☆221Updated 3 years ago
- Learning To Compare For Text , Few shot learning in text classification☆42Updated 5 years ago
- A list of recent papers about Meta / few-shot learning methods applied in NLP areas.☆231Updated 4 years ago
- Data augmentation for NLP, accepted at EMNLP 2021 Findings☆106Updated 2 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆86Updated 2 years ago
- A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation"☆56Updated 5 years ago
- Discovering New Intents with Deep Aligned Clustering (AAAI 2021)☆129Updated 3 years ago
- Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)☆46Updated 3 years ago
- finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet☆27Updated 5 years ago
- Negative sampling for solving the unlabeled entity problem in NER. ICLR-2021 paper: Empirical Analysis of Unlabeled Entity Problem in Nam…☆134Updated 3 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆121Updated 5 years ago
- Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"☆119Updated 3 years ago
- Semi-supervised Learning for Sentiment Analysis☆54Updated 5 years ago
- We attempt to do few shot learning with BERT and prototypical network for Intent classification☆22Updated 5 years ago
- Code for EMNLP 2019 paper "A Boundary-aware Neural Model for Nested Named Entity Recognition"☆89Updated 3 years ago
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)☆172Updated 3 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆137Updated last year
- Few-shot classification in Named Entity Recognition Task☆81Updated 6 years ago
- Code for modeling encoder-decoder architecture with pointer network for joint entity and relation extraction (AAAI 2020).☆105Updated 5 years ago
- AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"☆128Updated 5 years ago
- Pytorch implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB datase…☆44Updated 6 years ago