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unpublished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