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heyjoonkim / sg_icl

Pytorch Implementation of "Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator"

Home Page:https://arxiv.org/abs/2206.08082

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nlpnatural-language-processingplm

Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator

How to Install

pip install -r requirements.txt to install dependencies.

Generation

sh scripts/transformers_generate_sst2.sh

Inference

sh scripts/transformers_generated_few_shot_sst2.sh

About

Pytorch Implementation of "Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator"

https://arxiv.org/abs/2206.08082

nlpnatural-language-processingplm

Languages

Language:Python 95.4%Language:Shell 4.6%