We attempt to do few shot learning with BERT and prototypical network for Intent classification
☆22Jun 27, 2020Updated 5 years ago
Alternatives and similar repositories for Fewshot-Learning-with-BERT
Users that are interested in Fewshot-Learning-with-BERT 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 Prototypical networks☆23Oct 18, 2019Updated 6 years ago
- 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 6 years ago
- classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, ind…☆140Nov 21, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The original code for the data providers and the datasets of the paper "Defining Benchmarks for Continual Few-Shot Learning".☆16Apr 15, 2020Updated 6 years ago
- Code for Paper "Zero-shot User Intent Detection via Capsule Neural Networks".☆51Apr 8, 2019Updated 7 years ago
- Attention-based Induction Networks for Few-Shot Text Classification☆45Jun 3, 2020Updated 5 years ago
- [ACL2018] Cold-Start Aware User and Product Attention for Sentiment Classification☆20Aug 17, 2018Updated 7 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆109Jul 25, 2024Updated last year
- [AAAI-2020, Oral] Diversity Transfer Network for Few-Shot Learning☆62Jan 4, 2021Updated 5 years ago
- ☆10Sep 27, 2021Updated 4 years ago
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆260Dec 17, 2020Updated 5 years ago
- MTM☆143Nov 23, 2022Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆12Oct 30, 2022Updated 3 years ago
- Dataset for AAAI paper "Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts"☆11Nov 18, 2022Updated 3 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
- 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
- ☆11Apr 18, 2021Updated 5 years ago
- attention based joint model for intent detection and slot filling☆178Dec 28, 2017Updated 8 years ago
- The original code for the paper "Benchmarks for Continual Few-Shot Learning".☆36Aug 18, 2020Updated 5 years ago
- ☆17Jun 19, 2023Updated 2 years ago
- Code for our paper "AMR-DA: Data augmentation by abstract meaning representation" in ACL 2022☆13May 17, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository contains the code for the EMNLP'23 paper "AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classificati…☆16Jun 3, 2024Updated last year
- Yet another Web crawler☆14May 1, 2024Updated 2 years ago
- PyTorch implementation of the End-to-End Memory Network with attention layer vizualisation support.☆12Jun 30, 2018Updated 7 years ago
- A context-aware embedding similarity score☆11Aug 23, 2023Updated 2 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆176Jul 26, 2021Updated 4 years ago
- Portable MurmurHash Implementation☆12Feb 19, 2024Updated 2 years ago
- Few-shot text classification with meta learning and BERT☆11Jun 14, 2021Updated 4 years ago
- Source code for our "D-REPTILE" paper at EACL 2021☆13Jan 19, 2021Updated 5 years ago
- This is a pip package implementing Reinforcement Learning algorithms in non-stationary environments supported by the OpenAI Gym toolkit.☆16Jun 28, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Label-Specific Document Representation for Multi-Label Text Classification☆88Dec 15, 2019Updated 6 years ago
- Learning sentiment-specific word representations from tweets☆15Nov 21, 2015Updated 10 years ago
- See how HTTPX, Requests, and AIOHTTP libraries compare for sending network requests and find out which one may fit your case better.☆21Sep 25, 2025Updated 7 months ago
- ☆121Apr 28, 2019Updated 7 years ago
- ☆16Jun 16, 2024Updated last year
- Code and data for EMNLP 2018 paper "Cross-lingual Lexical Sememe Prediction"☆19Nov 9, 2018Updated 7 years ago
- Code for EMNLP 2022 paper "A Unified Encoder-Decoder Framework with Entity Memory"☆15Apr 24, 2023Updated 3 years ago