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TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data.

, , , , and . SIGMOD Conference, page 1934-1947. ACM, (2022)

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Derivative Free Optimization Via Repeated Classification., , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 2027-2036. PMLR, (2018)Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions., , , , , , and . CoRR, (2023)Robust Distortion-free Watermarks for Language Models., , , and . CoRR, (2023)Contrastive Decoding: Open-ended Text Generation as Optimization., , , , , , , and . CoRR, (2022)Learning to (Learn at Test Time)., , , , , , , , and . CoRR, (2023)Benchmarking and Improving Generator-Validator Consistency of Language Models., , , , and . CoRR, (2023)Privacy-Preserving Domain Adaptation of Semantic Parsers., , , , and . CoRR, (2022)TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data., , , , and . SIGMOD Conference, page 1934-1947. ACM, (2022)On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies., and . NAACL-HLT, page 5131-5146. Association for Computational Linguistics, (2021)Identifiability Conditions for Domain Adaptation., and . ICML, volume 162 of Proceedings of Machine Learning Research, page 7982-7997. PMLR, (2022)