Truth-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…Dec 28, 2022Dec 28, 2022
Pick 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…Dec 27, 2022Dec 27, 2022
Finding 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…Aug 12, 2022Aug 12, 2022
Published inUnderstanding 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…Aug 3, 20221Aug 3, 20221
