A New Neural Search and Insights Platform for Navigating and Organizing AI Research

To provide AI researchers with modern tools for dealing with the explosive growth of the research literature in their field, we introduce a new platform, AI Research Navigator, that combines classical keyword search with neural retrieval to discover and organize relevant literature. The system provi...

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Bibliographic Details
Published in:arXiv.org 2020-10
Main Authors: Fadaee, Marzieh, Gureenkova, Olga, Fernando Rejon Barrera, Schnober, Carsten, Weerkamp, Wouter, Zavrel, Jakub
Format: Article
Language:English
Subjects:
Knowledge bases (artificial intelligence)
Searching
Sentences
Online Access:Get full text
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Summary:To provide AI researchers with modern tools for dealing with the explosive growth of the research literature in their field, we introduce a new platform, AI Research Navigator, that combines classical keyword search with neural retrieval to discover and organize relevant literature. The system provides search at multiple levels of textual granularity, from sentences to aggregations across documents, both in natural language and through navigation in a domain-specific Knowledge Graph. We give an overview of the overall architecture of the system and of the components for document analysis, question answering, search, analytics, expert search, and recommendations.
ISSN:2331-8422