Search Results - "Piriyakulkij, Wasu"

Active Preference Inference using Language Models and Probabilistic Reasoning by Piriyakulkij, Wasu Top, Kuleshov, Volodymyr, Ellis, Kevin

“…Actively inferring user preferences, for example by asking good questions, is important for any human-facing decision-making system. Active inference allows…”
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Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning by Piriyakulkij, Wasu Top, Langenfeld, Cassidy, Le, Tuan Anh, Ellis, Kevin

“…We give a model of how to infer natural language rules by doing experiments. The model integrates Large Language Models (LLMs) with Monte Carlo algorithms for…”
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TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data by Piriyakulkij, Wasu, Menghini, Cristina, Briden, Ross, Nayak, Nihal V, Zhu, Jeffrey, Raisi, Elaheh, Bach, Stephen H

“…Machine learning practitioners often have access to a spectrum of data: labeled data for the target task (which is often limited), unlabeled data, and…”
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