Popular GitHub Repositories for Data Selection

DSIR large-scale data selection framework for language model training

A Survey on Data Selection for Language Models

InstructionGPT-4

[ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach

Enhancing Efficiency in Multidevice Federated Learning through Data Selection

Enhanced spatio-temporal electric load forecasts with less data using active deep learning

A Python package for studying neural learning

Dynamic Transfer Learning for Low-Resource Neural Machine Translation

Code for NeurIPS 2023 Paper (Imitation Learning from Imperfection: Theoretical Justifications and Algorithms)

An Approach to Enhancing the Efficacy of Post-Training Using Synthetic Data by Iterative Data Selection

This repo contains the code for "Prioritizing Data Acquisition For End-to-End Speech Model Improvement", accepted at ICASSP 2024

Official Repository for the Paper: Chasing Random: Instruction Selection Strategies Fail to Generalize