Few shot text classification with Prototypical networks
☆23Oct 18, 2019Updated 6 years ago
Alternatives and similar repositories for few-shot-text
Users that are interested in few-shot-text are comparing it to the libraries listed below
Sorting:
- 复现论文《Few-Shot Text Classification with Induction Network》☆52Oct 14, 2019Updated 6 years ago
- Few-Shot Text Classification with Induction Network☆18Apr 23, 2020Updated 5 years ago
- Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop☆90Apr 9, 2018Updated 7 years ago
- We attempt to do few shot learning with BERT and prototypical network for Intent classification☆22Jun 27, 2020Updated 5 years ago
- classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, ind…☆139Nov 21, 2019Updated 6 years ago
- Library of various Few-Shot Learning frameworks for text classification☆60Dec 8, 2022Updated 3 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆109Jul 25, 2024Updated last year
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆261Dec 17, 2020Updated 5 years ago
- 使用Few-Shot方法来做文本分类任务,基于THUCNews数据☆10Jun 4, 2020Updated 5 years ago
- Attention-based Induction Networks for Few-Shot Text Classification☆45Jun 3, 2020Updated 5 years ago
- BERT for few_shot_learning, provided siamese net, match net, prototypical net☆12Jan 6, 2020Updated 6 years ago
- ☆121Apr 28, 2019Updated 6 years ago
- Code and dataset for "Transfer Learning Between Related Tasks Using Expected Label Proportions"☆16Nov 10, 2019Updated 6 years ago
- [ACL2018] Cold-Start Aware User and Product Attention for Sentiment Classification☆20Aug 17, 2018Updated 7 years ago
- An attempt at replicating the Induction Network for FewRel data in Tensorflow☆178Nov 1, 2019Updated 6 years ago
- Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification☆190Jan 24, 2019Updated 7 years ago
- Few- and Zero-shot Multi-Label Learning for Structured Label Spaces☆49May 4, 2020Updated 5 years ago
- Coreference Model Experimentation (Tensorflow and Pytorch) : Mainly Using transfer learning and Transformer Model BERT☆22Oct 15, 2019Updated 6 years ago
- Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)☆25Mar 6, 2019Updated 6 years ago
- Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.☆52Sep 5, 2018Updated 7 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆58Sep 12, 2023Updated 2 years ago
- code and data for AAAI2022 paper "ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification"☆25Jan 27, 2024Updated 2 years ago
- This is the implementation of the paper "Cross-Domain Sentiment Classification with Target Domain Specific Information" published in ACL …☆22Mar 12, 2019Updated 6 years ago
- SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon Construction☆24Jun 18, 2022Updated 3 years ago
- Baidu 95categories of multi-label test question classification☆26Apr 8, 2020Updated 5 years ago
- multi-label,classifier,text classification,多标签文本分类,文本分类,BERT,ALBERT,multi-label-classification,seq2seq,attention,beam search☆32Jun 1, 2022Updated 3 years ago
- ☆28Jan 6, 2020Updated 6 years ago
- 机器学习相关论文☆12Nov 1, 2021Updated 4 years ago
- Few-shot classification in Named Entity Recognition Task☆81Dec 18, 2018Updated 7 years ago
- Analytics tool that applies Natural Language Processing (NLP) and Machine Learning (ML), such as concept extraction, idea classification, …☆10Dec 7, 2022Updated 3 years ago
- A Pytorch implementation of the AAAI 2018 Paper "Learning Structured Representation for Text Classification via Reinforcement Learning"☆35Apr 30, 2019Updated 6 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Dec 15, 2019Updated 6 years ago
- A pytorch implementation of LCGNN☆11Jun 1, 2020Updated 5 years ago
- A tensorflow2.x implementation of EfficientDet: Scalable and Efficient Object Detection.☆12Jun 9, 2020Updated 5 years ago
- 基于POSIX的命令行基础教学。☆11Jul 30, 2014Updated 11 years ago
- python metric functions, such as MAP, NDCG, AUC...☆10Jul 25, 2014Updated 11 years ago
- ☆11Jan 10, 2020Updated 6 years ago
- Github repo for the Evaluation of ChatGPT Family of Models for Biomedical Reasoning and Classification, code and data | Paper: https://ar…☆14Apr 6, 2023Updated 2 years ago
- PyTorch demo of "DEMI: Discriminative Estimator of Mutual Information"☆12Dec 1, 2020Updated 5 years ago