few-shot-learning

13 projects share this GitHub topic

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🧬 Members

Prompt_Engineering

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to…

Awesome-Prompt-Engineering

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative…

总结Prompt&LLM论文，开源数据&模型，AIGC应用

Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

FSL-Mate: A collection of resources for few-shot learning (FSL).

Hands-On-Meta-Learning-With-Python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

[TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.

Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing…

PaL: Program-Aided Language Models (ICML 2023)

The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"

CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace…

🔗 Related families

in-context-learning 17 zero-shot-learning 6 meta-learning 7 chain-of-thought 29 prompting 15 instruction-tuning 28 few-shot 4 information-extraction 14

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