Marvista: A Human-AI Collaborative Reading Tool

We present Marvista -- a human-AI collaborative tool that employs a suite of natural language processing models to provide end-to-end support for reading online articles. Before reading an article, Marvista helps a user plan what to read by filtering text based on how much time one can spend and what questions one is interested to find out from the article. During reading, Marvista helps the user focus on one paragraph at a time and reflect on their understanding of each paragraph with AI-generated questions. After reading, Marvista generates an explainable human-AI summary that combines both AI's processing of the text, the user's reading behavior, and user-generated data in the reading process. In contrast to prior work that offered (content-independent) interaction techniques or devices for reading, Marvista is the first human-AI collaborative tool that contributes text-specific guidance (content-aware) to support the entire reading process.