Explore cutting-edge research on natural language explanations of deep networks in this seminar presented by Jacob Andreas at MIT. Delve into various explanation strategies, including medical diagnosis explanations, multiagent communication, and meaning representations. Learn about translation evaluation techniques, multiagent system explanations, and abstraction methods. Examine neuron descriptions, natural language processing, and conversational representations. Gain insights into the challenges and future directions of this field as the seminar concludes with a comprehensive summary and thought-provoking discussion.