Adam TomkinsTruth-Preserving Summarization: Exploring Constrained Generative Model ApproachesGenerative text models are impressive in their ability to generate natural text, given prompts. Their skill comes from sampling underlying…6 min read·Dec 28, 2022----
Adam TomkinsPick your Suffering: On the Fragility of Generative Models in SummarizationBack when I was choosing between remaining in academia or continuing my research in a corporate environment, I read a timely book that had…6 min read·Dec 27, 2022----
Adam TomkinsFinding the The Unknown Unknowns in AIImagine someone who cannot say, I don’t know. How would you find out what they actually do know if they can never that they don’t actually…6 min read·Aug 12, 2022----
Adam TomkinsinUnderstanding Natural LanguageShared Misunderstanding: Where representations in Large Language Models go wrong.Welcome to a set of blogs looking at the intersection of language, knowledge representation and AI. In this post, we’re going to take a…7 min read·Aug 3, 2022--1--1