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Efficient Large Scale Language Modeling with Mixtures of Experts, , , , , , , , , и 14 other автор(ы). (2021)cite arxiv:2112.10684Comment: EMNLP 2022.QLoRA: Efficient Finetuning of Quantized LLMs, , , и . (2023)cite arxiv:2305.14314Comment: Extended NeurIPS submission.The case for 4-bit precision: k-bit Inference Scaling Laws, и . (2022)cite arxiv:2212.09720.DeLighT: Deep and Light-weight Transformer., , , , и . ICLR, OpenReview.net, (2021)Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling., , , и . ACL (2), стр. 364-369. Association for Computational Linguistics, (2018)Prompt-free and Efficient Few-shot Learning with Language Models., , , , , , и . ACL (1), стр. 3638-3652. Association for Computational Linguistics, (2022)Discriminative Learning for Joint Template Filling., и . ACL (1), стр. 845-853. The Association for Computer Linguistics, (2012)Using syntactic and confusion network structure for out-of-vocabulary word detection., , , и . SLT, стр. 159-164. IEEE, (2012)Personalized Mathematical Word Problem Generation., , , , , и . IJCAI, стр. 381-388. AAAI Press, (2015)Generalization through Memorization: Nearest Neighbor Language Models., , , , и . ICLR, OpenReview.net, (2020)