data-selection topic

:no_entry: [DEPRECATED] Adapt Transformer-based language models to new text domains

georgian-io

[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

yueyu1030

DSIR large-scale data selection framework for language model training

p-lambda

InstructionGPT-4

waltonfuture

This is a collection of research papers for A Survey on Data Selection for Language Models

alon-albalak

[ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

princeton-nlp

[ACL 2025 main] SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models

zhuang-li