conftrace_

fine-tuning instability

2 papers

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Co-occurring keywords · papers mentioning both

model instability (1) delayed ensemble (1) instability measurement (1) random seed (1) performance variance (1) noisy interpolation (1) measurement validity (1) model interpolation (1) pre-trained language model (1) noise regularization (1)

Papers

Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation EMNLP 2024 Measuring the Instability of Fine-Tuning ACL 2023