conftrace_

noisy training

6 papers

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Co-occurring keywords · papers mentioning both

noise training (2) large language model (1) graph neural network (1) confusion-aware sampling (1) parameter sensitivity (1) imbalanced training (1) noisy schema (1) efficient gnn (1) subgraph extraction (1) graph pruning (1)

Papers

JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling EMNLP 2025 GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NeurIPS 2024 Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training EMNLP 2024 Emergence of Sparse Representations from Noise ICML 2023 PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models EMNLP 2022 Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ACL 2020