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Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding.

, , , and . CoRR, (2019)

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Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective., , , , and . CoRR, (2023)ALLSH: Active Learning Guided by Local Sensitivity and Hardness., , , , , and . NAACL-HLT (Findings), page 1328-1342. Association for Computational Linguistics, (2022)PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance., , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 26809-26823. PMLR, (2022)On the Variance of the Adaptive Learning Rate and Beyond., , , , , , and . ICLR, OpenReview.net, (2020)Reader-Guided Passage Reranking for Open-Domain Question Answering., , , , , , and . ACL/IJCNLP (Findings), volume ACL/IJCNLP 2021 of Findings of ACL, page 344-350. Association for Computational Linguistics, (2021)Adversarial Training for Large Neural Language Models., , , , , , and . CoRR, (2020)DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization., , , , , and . ACL (1), page 1368-1386. Association for Computational Linguistics, (2023)NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned., , , , , , , , , and 43 other author(s). CoRR, (2021)NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned., , , , , , , , , and 43 other author(s). NeurIPS (Competition and Demos), volume 133 of Proceedings of Machine Learning Research, page 86-111. PMLR, (2020)Diffusion-GAN: Training GANs with Diffusion., , , , and . ICLR, OpenReview.net, (2023)