conftrace_

dataset optimization

3 papers

Explore in graph

Co-occurring keywords · papers mentioning both

self-supervised metric (1) dataset debugging (1) self-supervised pruning (1) exponential scaling (1) neural scaling law (1) instance attribution (1) large language model (1) dataset combination (1) dataset selection (1) event extraction (1)

Papers

Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025 IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding EMNLP 2023 Beyond neural scaling laws: beating power law scaling via data pruning NeurIPS 2022