Few-shot binary text classification with Induction Networks and Word2Vec weights initialization
☆109Jul 25, 2024Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Attention-based Induction Networks for Few-Shot Text Classification☆45Jun 3, 2020Updated 5 years ago
- ☆121Apr 28, 2019Updated 6 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
- Library of various Few-Shot Learning frameworks for text classification☆60Dec 8, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- 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
- classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, ind…☆140Nov 21, 2019Updated 6 years ago
- We attempt to do few shot learning with BERT and prototypical network for Intent classification☆22Jun 27, 2020Updated 5 years ago
- MTM☆143Nov 23, 2022Updated 3 years ago
- An attempt at replicating the Induction Network for FewRel data in Tensorflow☆178Nov 1, 2019Updated 6 years ago
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆260Dec 17, 2020Updated 5 years ago
- finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet☆27Nov 25, 2020Updated 5 years ago
- ☆60Feb 16, 2021Updated 5 years ago
- Learning To Compare For Text , Few shot learning in text classification☆42May 23, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆28Jan 6, 2020Updated 6 years ago
- BERT for few_shot_learning, provided siamese net, match net, prototypical net☆12Jan 6, 2020Updated 6 years ago
- SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon Construction☆24Jun 18, 2022Updated 3 years ago
- The repo for ACL2021 findings paper - Don't Miss the Labels: Label-semantic Argumented Meta-Learner for Few-Shot Text Classification☆15Mar 24, 2022Updated 4 years ago
- Baidu 95categories of multi-label test question classification☆26Apr 8, 2020Updated 5 years ago
- ☆10Jan 13, 2022Updated 4 years ago
- Meta learning with BERT as a learner☆110Jun 4, 2024Updated last year
- 天池比赛☆10Jul 4, 2021Updated 4 years ago
- Platform for few-shot natural language processing: Text Classification, Sequene Labeling.☆221Mar 10, 2022Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 天池中药说明书实体识别挑战冠军方案;中文命名实体识别;NER; BERT-CRF & BERT-SPAN & BERT-MRC;Pytorch☆24Dec 23, 2020Updated 5 years ago
- Codes for the paper "Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation"☆14Nov 24, 2022Updated 3 years ago
- ☆63Sep 8, 2021Updated 4 years ago
- [JMLR] Gradual Domain Adaptation: Theory and Algorithms☆11Jan 14, 2025Updated last year
- Code for Paper "Zero-shot User Intent Detection via Capsule Neural Networks".☆51Apr 8, 2019Updated 6 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆87Mar 25, 2023Updated 3 years ago
- python metric functions, such as MAP, NDCG, AUC...☆10Jul 25, 2014Updated 11 years ago
- 中文ner模型使用tensorflow2.1构建☆18Sep 10, 2021Updated 4 years ago
- Modified version of T5-DST for Dialogue State Tracking.☆19Dec 10, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Video short title classification.☆12Dec 6, 2017Updated 8 years ago
- FewCLUE 小样本学习测评基准,中文版☆519Sep 21, 2022Updated 3 years ago
- This is a simple implementation of how to leverage a Language Model for a prompt-based learning model☆45Feb 21, 2022Updated 4 years ago
- A curated list of few-shot learning in NLP. :-)☆65Oct 30, 2021Updated 4 years ago
- Experiments generating text with state-of-the-art deep-learning models (GPT2, Transformer XL, ...)☆12May 15, 2019Updated 6 years ago
- This is the code in <Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets> which has been accep…☆34Jul 6, 2023Updated 2 years ago
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,626Jun 12, 2023Updated 2 years ago