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SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search [article]

Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz, Daniel S. Weld, Marti A. Hearst, Jevin West
2020 arXiv   pre-print
In this paper, we present SciSight, a system for exploratory search of COVID-19 research integrating two key capabilities: first, exploring associations between biomedical facets automatically extracted  ...  from papers (e.g., genes, drugs, diseases, patient outcomes); second, combining textual and network information to search and visualize groups of researchers and their ties.  ...  To boost scientific discovery over this corpus, we propose SciSight, a working prototype system for exploratory search of the COVID-19 literature.  ... 
arXiv:2005.12668v3 fatcat:jeb3ik22ebgfnmdywqzfsn2fky

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search [article]

Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz, Daniel S. Weld, Marti A. Hearst, Jevin West
2020 bioRxiv   pre-print
In this paper, we present our ongoing work on SciSight, a novel framework for exploratory search of COVID-19 research.  ...  suggestions on the fly with the goal of facilitating exploratory navigation.  ...  To boost scientific discovery over this corpus, we propose SciSight, a working prototype system for exploratory search of the COVID-19 literature.  ... 
doi:10.1101/2020.05.23.112284 fatcat:rjoffrocobcrxhzmninrsxkxli

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search

Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz, Daniel Weld, Marti Hearst, Jevin West
2020 Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations   unpublished
In this paper, we present SciSight, a system for exploratory search of COVID-19 research integrating two key capabilities: first, exploring associations between biomedical facets automatically extracted  ...  from papers (e.g., genes, drugs, diseases, patient outcomes); second, combining textual and network information to search and visualize groups of researchers and their ties.  ...  To boost scientific discovery over this corpus, we propose SciSight, a working prototype system for exploratory search of the COVID-19 literature.  ... 
doi:10.18653/v1/2020.emnlp-demos.18 fatcat:3m4b32i2mnap7dqp3iacyepnda

Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP) [article]

Qingyu Chen, Robert Leaman, Alexis Allot, Ling Luo, Chih-Hsuan Wei, Shankai Yan, Zhiyong Lu
2021 arXiv   pre-print
Many of these difficulties are fundamentally information needs; attempts to address these needs have caused an information overload for both researchers and the public.  ...  The COVID-19 pandemic has had a significant impact on society, both because of the serious health effects of COVID-19 and because of public health measures implemented to slow its spread.  ...  Acknowledgement This research is supported by the NIH Intramural Research Program, National Library of Medicine. Literature Cited  ... 
arXiv:2010.16413v2 fatcat:cxzxmnnbfrednpto4zkpnemltm

iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration [article]

Eran Hirsch and Alon Eirew and Ori Shapira and Avi Caciularu and Arie Cattan and Ori Ernst and Ramakanth Pasunuru and Hadar Ronen and Mohit Bansal and Ido Dagan
2021 arXiv   pre-print
We introduce iFacetSum, a web application for exploring topical document sets. iFacetSum integrates interactive summarization together with faceted search, by providing a novel faceted navigation scheme  ...  Fine-grained facets are automatically produced based on cross-document coreference pipelines, rendering generic concepts, entities and statements surfacing in the source texts.  ...  RP and MB were supported by NSF-CAREER Award 1846185 and a Microsoft PhD Fellowship.  ... 
arXiv:2109.11621v1 fatcat:zavxphngc5bhnpxuokan62qidi

iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration

Eran Hirsch, Alon Eirew, Ori Shapira, Avi Caciularu, Arie Cattan, Ori Ernst, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Ido Dagan
2021 Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations   unpublished
navigation and research group detection for COVID- 19 exploratory scientific search. In Proceedings of Hoa Trang Dang. 2006.  ...  SciSight: Combining faceted ence, volume 2005, pages 1–12.  ... 
doi:10.18653/v1/2021.emnlp-demo.33 fatcat:px26cq74bnbqpp5c47pmw3xfrm