conftrace_

noisy instruction

3 papers

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Co-occurring keywords · papers mentioning both

instruction tuning (2) large language model (1) semantic distortion (1) performance robustness (1) instruction-tuned model (1) logit adjustment (1) text perturbation (1) zero-shot generalization (1) noise robustness (1) natural language understanding (1)

Papers

Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning AAAI 2025 Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance IJCNLP 2025 Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions ICLR 2024