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Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations.

, , , , , , , , , , and . CoRR, (2023)

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Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions., , and . SDM, page 648-656. SIAM, (2019)Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising., , and . NeurIPS, (2020)Large-Scale Learnable Graph Convolutional Networks., , and . KDD, page 1416-1424. ACM, (2018)Improving Consistency for Text Summarization with Energy Functions., , , , , , , , and . EMNLP (Findings), page 11925-11931. Association for Computational Linguistics, (2023)Edge Sparse Basis Network: An Deep Learning Framework for EEG Source Localization., , , , , and . CoRR, (2021)Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs., , , , , , , , , and 2 other author(s). CoRR, (2024)Integrating Noisy Knowledge into Language Representations for E-Commerce Applications., , , , and . IEEE Big Data, page 548-553. IEEE, (2023)Scaling Laws for Predicting Downstream Performance in LLMs., , , , , and . CoRR, (2024)Data Diversity Matters for Robust Instruction Tuning., , , , , , , , and . EMNLP (Findings), page 3411-3425. Association for Computational Linguistics, (2024)BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering., , , , , , , , , and . EMNLP, page 1009-1025. Association for Computational Linguistics, (2024)