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Scalable PAC-Bayesian Meta-Learning via the PAC-Optimal Hyper-Posterior: From Theory to Practice., , , и . J. Mach. Learn. Res., (2023)GenIE: Generative Information Extraction., , , , и . NAACL-HLT, стр. 4626-4643. Association for Computational Linguistics, (2022)Language Model Decoding as Likelihood-Utility Alignment., , , , , , , , , и . EACL (Findings), стр. 1425-1440. Association for Computational Linguistics, (2023)Crosslingual Document Embedding as Reduced-Rank Ridge Regression., , , , и . WSDM, стр. 744-752. ACM, (2019)Deep Learning the Protein Function in Protein Interaction Networks., , и . ICT Innovations, том 940 из Communications in Computer and Information Science, стр. 185-197. Springer, (2018)Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science., , , , , и . CoRR, (2023)PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees., , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 9116-9126. PMLR, (2021)Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning., , , и . EMNLP, стр. 10932-10952. Association for Computational Linguistics, (2023)The Era of Semantic Decoding., , и . CoRR, (2024)A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia., , , , , , , , и . ACL (1), стр. 6828-6844. Association for Computational Linguistics, (2024)