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bonito
A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.zsl-kg
Framework for zero-shot learning with knowledge graphs.csp
Learning to compose soft prompts for compositional zero-shot learning.menghini-neurips23-code
Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.alfred
A system for prompted weak supervision.nayak-aclfindings24-code
taglets
safranchik-aaai20-code
labelmodels
Lightweight implementations of generative label models for weakly supervised machine learningnplm
A weak supervision framework for (partial) labeling functionsefsl
Extended Few-Shot Learning: Exploiting Existing Resources for Novel TasksLexC-Gen
Generate synthetic labeled data for extremely low-resource languages using bilingual lexicons.nayak-tmlr22-code
yu-aistats22-code
amcl
Adversarial Multi Class Labelingfudd
Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classificationpiriyakulkij-mlsys22-code
mazzetto-aistats21-code
mazzetto-neurips22-code
su-bigdata23-code
Code Repository for IEEE BigData 23 Paper "Leveraging Large Language Models for Structure Learning in Prompted Weak Supervision"mazzetto-icml21-code
mazzetto-arxiv23-code
An Adaptive Method for Weak Supervision with Drifting DataLexC-Gen-Data-Archive
Data Repository for LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual LexiconsLove Open Source and this site? Check out how you can help us