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TF-Coder: Program Synthesis for Tensor Manipulations., , and . CoRR, (2020)A Library for Representing Python Programs as Graphs for Machine Learning., , , , , , and . CoRR, (2022)Language Model Cascades., , , , , , , , , and 2 other author(s). CoRR, (2022)Neural Networks for Modeling Source Code Edits., , , and . CoRR, (2019)Language Model Cascades, , , , , , , , , and 2 other author(s). (2022)cite arxiv:2207.10342Comment: Presented as spotlight at the Beyond Bases workshop at ICML 2022 (https://beyond-bayes.github.io).TF-Coder: Program Synthesis for Tensor Manipulations., , and . ACM Trans. Program. Lang. Syst., 44 (2): 10:1-10:36 (2022)Neural Program Repair by Jointly Learning to Localize and Repair., , , , and . ICLR (Poster), OpenReview.net, (2019)Show Your Work: Scratchpads for Intermediate Computation with Language Models., , , , , , , , , and 2 other author(s). CoRR, (2021)Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks., , , and . NeurIPS, (2020)Incremental Sampling Without Replacement for Sequence Models., , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 8785-8795. PMLR, (2020)