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Learning to Decode Collaboratively with Multiple Language Models., , , , and . CoRR, (2024)Self-Supervised Self-Supervision by Combining Deep Learning and Probabilistic Logic., and . AAAI, page 4978-4986. AAAI Press, (2021)Large language models are few-shot clinical information extractors., , , , and . EMNLP, page 1998-2022. Association for Computational Linguistics, (2022)Who Should Predict? Exact Algorithms For Learning to Defer to Humans., , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 10520-10545. PMLR, (2023)Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances., , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3043-3051. PMLR, (2021)Statistical Adaptive Stochastic Gradient Methods., , , and . CoRR, (2020)Training Subset Selection for Weak Supervision., , and . NeurIPS, (2022)Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning., , and . Neuro-Symbolic Artificial Intelligence, volume 342 of Frontiers in Artificial Intelligence and Applications, IOS Press, (2021)TabLLM: Few-shot Classification of Tabular Data with Large Language Models., , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 5549-5581. PMLR, (2023)Leveraging Time Irreversibility with Order-Contrastive Pre-training., , , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 2330-2353. PMLR, (2022)