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 Good Time to Ask: A Learning Framework for Asking for Help in Embodied Visual Navigation In reality, it is often more efficient to ask for help than to search the entire space to find an object with an unknown location. We present a learning framework that enables an agent to actively ask for help in such embodied visual navigation tasks, where the feedback informs the agent of where... From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models Dogwhistles are coded expressions that simultaneously convey one meaning to a broad audience and a second one, often hateful or provocative, to a narrow in-group; they are deployed to evade both political repercussions and algorithmic content moderation. For example, in the sentence 'we need to end... BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Despite remarkable advancements in few-shot generalization in natural language processing, the majority of models are developed and evaluated primarily in English. To enable fair model comparisons, we, therefore, propose a new benchmark, called BUFFET, which unifies 16 diverse tasks across 57... More featured content News Articles Hand labeling is the past. The future is #NoLabel AI How many jobs do robots really replace? 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 Prepare for a Long Battle against Deepfakes A foolproof way to shrink deep learning models Easy Image Dataset Augmentation with TensorFlow Visualizing the world beyond the frame Adversarial Validation Overview Automating the search for entirely new “curiosity” algorithms Muscle signals can pilot a robot Trends in Machine Learning in 2020 More news