Gods and Robots In this episode of the podcast we shake things up! Neil is on the guest side of the table with his partner Rabbi Laura Janner-Klausner to discuss their upcoming project Gods and Robots. Katherine is joined on the host side by friend of the show professor Michael Littman. See... See More Episodes arXiv Whitepapers Evaluating the Fairness of Discriminative Foundation Models in Computer Vision We propose a novel taxonomy for bias evaluation of discriminative foundation models, such as Contrastive Language-Pretraining (CLIP), that are used for labeling tasks. We then systematically evaluate existing methods for mitigating bias in these models with respect to our taxonomy. Specifically, we... To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing NLP is in a period of disruptive change that is impacting our methodologies, funding sources, and public perception. In this work, we seek to understand how to shape our future by better understanding our past. We study factors that shape NLP as a field, including culture, incentives, and... Who's Harry Potter? Approximate Unlearning in LLMs Large language models (LLMs) are trained on massive internet corpora that often contain copyrighted content. This poses legal and ethical challenges for the developers and users of these models, as well as the original authors and publishers. In this paper, we propose a novel technique for... More featured content News Articles Machine Learning Pipeline Optimization with TPOT Deep learning helps predict traffic crashes before they happen Stay in the loop. Subscribe to our newsletter for a weekly update on the latest podcast, news, events, and jobs postings. E-mail Leave this field blank Artificial intelligence is now part of our everyday lives – and its growing power is a double-edged sword These neural networks know what they’re doing Essential Linear Algebra for Data Science and Machine Learning Artificial intelligence is smart, but does it play well with others? Data Preparation in SQL, with Cheat Sheet! How quickly do algorithms improve? We need concrete protections from artificial intelligence threatening human rights Feature stores – how to avoid feeling that every day is Groundhog Day More news