Exploratory Navigation and Selective Reading

Authors

  • Natwar Modani Adobe Research
  • Paridhi Maheshwari Adobe Research
  • Harsh Deshpande Indian Institute of Technology, Bombay
  • Saurab Sirpurkar Indian Institute of Technology, Madras
  • Diviya . Indian Institute of Technology, Roorkee
  • Somak Aditya Adobe Research

DOI:

https://doi.org/10.1609/aaai.v34i09.7103

Abstract

Navigating a collection of documents can be facilitated by obtaining a human-understandable concept hierarchy with links to the content. This is a non-trivial task for two reasons. First, defining concepts that are understandable by an average consumer and yet meaningful for a large variety of corpora is hard. Second, creating semantically meaningful yet intuitive hierarchical representation is hard, and can be task dependent. We present out system Navigation.ai which automatically processes a document collection, induces a concept hierarchy using Wikipedia and presents an interactive interface that helps user navigate to individual paragraphs using concepts.

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Published

2020-04-03

How to Cite

Modani, N., Maheshwari, P., Deshpande, H., Sirpurkar, S., ., D., & Aditya, S. (2020). Exploratory Navigation and Selective Reading. Proceedings of the AAAI Conference on Artificial Intelligence, 34(09), 13632-13633. https://doi.org/10.1609/aaai.v34i09.7103