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 omnystudio.com/listener... See More Episodes arXiv Whitepapers Learned Incremental Representations for Parsing We present an incremental syntactic representation that consists of assigning a single discrete label to each word in a sentence, where the label is predicted using strictly incremental processing of a prefix of the sentence, and the sequence of labels for a sentence fully determines a parse tree... Midge: Generating Image Descriptions From Computer Vision Detections This paper introduces a novel generation system that composes humanlike descrip- tions of images from computer vision de- tections. By leveraging syntactically in- formed word co-occurrence statistics, the generator filters and constrains the noisy detections output from a vision system to generate... Interpreting Language Models with Contrastive Explanations Model interpretability methods are often used to explain NLP model decisions on tasks such as text classification, where the output space is relatively small. However, when applied to language generation, where the output space often consists of tens of thousands of tokens, these methods are unable... More featured content News Articles When self-driving cars crash, who’s responsible? Courts and insurers need to know what’s inside the ‘black box’ Engineers use artificial intelligence to capture the complexity of breaking waves 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 A one-up on motion capture Artificial intelligence system learns concepts shared across video, audio, and text Unpacking black-box models A new state of the art for unsupervised computer vision An optimized solution for face recognition Fighting discrimination in mortgage lending Does this artificial intelligence think like a human? Mapping out meteorites in Antarctica: scientists’ bid to uncover our solar system’s deep past More news