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- A system for prompted weak supervision. Alfred is a powerful tool that leverages large language models to accelerate data annotation.
- Code for "Preference Tuning For Toxicity Mitigation Generalizes Across Languages." Paper accepted at Findings of EMNLP 2024
- Data Repository for LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons
- Generate synthetic labeled data for extremely low-resource languages using bilingual lexicons.
bonito
PublicA lightweight library for generating synthetic instruction tuning datasets for your data without GPT.- Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.
nayak-aclfindings24-code
Publiclabelmodels
Publicex2
Public- Learning to compose soft prompts for compositional zero-shot learning.
mazzetto-arxiv23-code
Public- Framework for zero-shot learning with knowledge graphs.
mazzetto-neurips22-code
Public- Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks