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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet☆27Nov 25, 2020Updated 5 years ago
- Few-Shot Text Classification with Induction Network☆18Apr 23, 2020Updated 6 years ago
- 复现论文《Few-Shot Text Classification with Induction Network》☆52Oct 14, 2019Updated 6 years ago
- Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop☆89Apr 9, 2018Updated 8 years ago
- We attempt to do few shot learning with BERT and prototypical network for Intent classification☆22Jun 27, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆109Jul 25, 2024Updated last year
- Library of various Few-Shot Learning frameworks for text classification☆60Dec 8, 2022Updated 3 years ago
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆260Dec 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 6 years ago
- MTM☆143Nov 23, 2022Updated 3 years ago
- BERT for few_shot_learning, provided siamese net, match net, prototypical net☆12Jan 6, 2020Updated 6 years ago
- Attention-based Induction Networks for Few-Shot Text Classification☆45Jun 3, 2020Updated 6 years ago
- ☆121Apr 28, 2019Updated 7 years ago
- A tensorflow2.0 implementation of triplet loss with online hard mining strategy☆14Jul 6, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon Construction☆25Jun 18, 2022Updated 3 years ago
- [ACL2018] Cold-Start Aware User and Product Attention for Sentiment Classification☆19Aug 17, 2018Updated 7 years ago
- Baidu 95categories of multi-label test question classification☆26Apr 8, 2020Updated 6 years ago
- Code for Paper "Zero-shot User Intent Detection via Capsule Neural Networks".☆51Apr 8, 2019Updated 7 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
- An attempt at replicating the Induction Network for FewRel data in Tensorflow☆178Nov 1, 2019Updated 6 years ago
- ☆28Jan 6, 2020Updated 6 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 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This is the implementation of the paper "Cross-Domain Sentiment Classification with Target Domain Specific Information" published in ACL …☆22Mar 12, 2019Updated 7 years ago
- A span-based joint named entity recognition (NER) and relation extraction model.☆11Aug 5, 2020Updated 5 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 3 years ago
- Few- and Zero-shot Multi-Label Learning for Structured Label Spaces☆49May 4, 2020Updated 6 years ago
- Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.☆99Jun 28, 2019Updated 6 years ago
- code and data for AAAI2022 paper "ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification"☆25Jan 27, 2024Updated 2 years ago
- Few-shot classification in Named Entity Recognition Task☆79Dec 18, 2018Updated 7 years ago
- 基于span分类和负采样的嵌套实体识别☆13Mar 9, 2023Updated 3 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆56Sep 12, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A third-party implementation of paper《SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spell…☆14Nov 27, 2020Updated 5 years ago
- Modified version of T5-DST for Dialogue State Tracking.☆19Dec 10, 2021Updated 4 years ago
- ☆42Sep 14, 2020Updated 5 years ago
- 互联网舆情企业风险事件的识别和预警，将公司名称进行实体提取，对新闻进行舆情分类，比赛地址为：http://ailab.aiwin.org.cn/competitions/48#learn_the_details☆20May 16, 2021Updated 5 years ago
- ☆12Sep 23, 2024Updated last year
- Meta-learning for NLP☆48Nov 27, 2020Updated 5 years ago
- 基于POSIX的命令行基础教学。☆11Jul 30, 2014Updated 11 years ago