Erik T. Mueller

Erik T. Mueller is a computer scientist and author of the books Commonsense Reasoning and Daydreaming in Humans and Machines. His work is in natural language processing, automated reasoning, and deep neural networks. He was a member of the IBM team that developed the Watson question answering system. He holds a Ph.D. and M.S. in computer science from UCLA and an S.B. in computer science and engineering from MIT.

Videos

• Going Beyond Fact-Based Question Answering (Allen Institute for Artificial Intelligence)
• Transparent Computers (TTI/Vanguard)

Articles

• DLGNet: A Transformer-Based Model for Dialogue Response Generation (ACL Workshop)
• WatsonPaths: Scenario-Based Question Answering and Inference over Unstructured Information (AI Magazine)
• Watson: Beyond Jeopardy! (Artificial Intelligence journal)
• Event Calculus and Temporal Action Logics Compared (Artificial Intelligence journal)
• Understanding Script-Based Stories Using Commonsense Reasoning (Cognitive Systems Research)
• Automating Commonsense Reasoning Using the Event Calculus (Communications of the ACM)
• Event Calculus (Handbook of Knowledge Representation)
• Modelling Space and Time in Narratives about Restaurants (Literary and Linguistic Computing)
• Google's TensorFlow Alone Will Not Revolutionize AI (Wired)

Books

• Commonsense Reasoning (Elsevier/Morgan Kaufmann)
• Daydreaming in Humans and Machines (Ablex)