arijitx / Fewshot-Learning-with-BERT
We attempt to do few shot learning with BERT and prototypical network for Intent classification
☆21Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Fewshot-Learning-with-BERT
- Deep Unknown Intent Detection with Margin Loss (ACL2019)☆34Updated last year
- Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)☆77Updated 4 years ago
- PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"☆48Updated 5 years ago
- Library of various Few-Shot Learning frameworks for text classification☆60Updated last year
- Code for "A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis." on EMNLP 2019.☆21Updated 4 years ago
- finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet☆26Updated 3 years ago
- PyTorch implementation of the paper: Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding. Su Zhu, Ruish…☆18Updated 3 years ago
- Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)☆44Updated last year
- ☆49Updated 3 years ago
- Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)☆23Updated 3 years ago
- Multi-cell compositional LSTM for NER domain adaptation, code for ACL 2020 paper☆30Updated 3 years ago
- ☆29Updated 4 years ago
- An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction☆39Updated last year
- ☆42Updated 4 years ago
- The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction☆58Updated last year
- Train, Test and Dev Splits for our AAAI'18 Paper☆16Updated 6 years ago
- ☆18Updated 3 years ago
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆105Updated 2 years ago
- Learning To Compare For Text , Few shot learning in text classification☆42Updated 4 years ago
- Code for "Dialogue State Induction Using Neural Latent Variable Models"☆25Updated 4 years ago
- Semi-supervised Learning for Sentiment Analysis☆53Updated 4 years ago
- Language-Adversarial Training for Cross-Lingual Text Classification (TACL)☆62Updated 4 years ago
- Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)☆65Updated 5 years ago
- Meta-learning for NLP☆49Updated 3 years ago
- Data and code for paper "Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations"☆14Updated 5 years ago
- ☆29Updated 5 years ago
- Few shot text classification with Prototypical networks☆23Updated 5 years ago
- A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning☆89Updated 5 years ago
- Cross-Lingual Machine Reading Comprehension (EMNLP 2019)☆67Updated 5 years ago
- This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task L…☆33Updated 3 years ago