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Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery


Sep 10, 2021
Jason Portenoy, Marissa Radensky, Jevin West, Eric Horvitz, Daniel Weld, Tom Hope


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A Search Engine for Discovery of Scientific Challenges and Directions


Sep 10, 2021
Dan Lahav, Jon Saad Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope


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A Search Engine for Discovery of Biomedical Challenges and Directions


Aug 31, 2021
Dan Lahav, Jon Saad Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope


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Bridger: Toward Bursting Scientific Filter Bubbles and Boosting Innovation via Novel Author Discovery


Aug 12, 2021
Jason Portenoy, Marissa Radensky, Jevin West, Eric Horvitz, Daniel Weld, Tom Hope


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Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study


Jun 17, 2021
Rahul Nadkarni, David Wadden, Iz Beltagy, Noah A. Smith, Hannaneh Hajishirzi, Tom Hope


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SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts


Apr 18, 2021
Arie Cattan, Sophie Johnson, Daniel Weld, Ido Dagan, Iz Beltagy, Doug Downey, Tom Hope

* Data and code available at https://github.com/ariecattan/SciCo 

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Scaling Creative Inspiration with Fine-Grained Functional Facets of Product Ideas


Feb 19, 2021
Tom Hope, Ronen Tamari, Hyeonsu Kang, Daniel Hershcovich, Joel Chan, Aniket Kittur, Dafna Shahaf


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Extracting a Knowledge Base of Mechanisms from COVID-19 Papers


Oct 08, 2020
Aida Amini, Tom Hope, David Wadden, Madeleine van Zuylen, Eric Horvitz, Roy Schwartz, Hannaneh Hajishirzi

* Tom Hope and Aida Amini made an equal contribution as joint first authors, listed in alphabetical order. Data and code: https://git.io/JUhv7 

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


May 27, 2020
Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz, Daniel S. Weld, Marti A. Hearst, Jevin West

* http://scisight.apps.allenai.org/ 

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Language (Re)modelling: Towards Embodied Language Understanding


May 01, 2020
Ronen Tamari, Chen Shani, Tom Hope, Miriam R. L. Petruck, Omri Abend, Dafna Shahaf

* Accepted to ACL2020 Theme Track 

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A Weak Supervision Approach to Detecting Visual Anomalies for Automated Testing of Graphics Units


Dec 09, 2019
Adi Szeskin, Lev Faivishevsky, Ashwin K Muppalla, Amitai Armon, Tom Hope

* Accepted to NeurIPS 2019 Machine Learning for Systems Workshop 

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Learning a faceted customer segmentation for discovering new business opportunities at Intel


Nov 27, 2019
Itay Lieder, Meirav Segal, Eran Avidan, Asaf Cohen, Tom Hope

* 3 pages, 4 figures, Published in proceedings of IEEE BigData 2019 

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Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons


Dec 13, 2017
Tom Hope, Dafna Shahaf

* WSDM 2018 

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Accelerating Innovation Through Analogy Mining


Jun 17, 2017
Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf

* KDD 2017 

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Ballpark Learning: Estimating Labels from Rough Group Comparisons


Jun 30, 2016
Tom Hope, Dafna Shahaf

* To appear in the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD) 2016 

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Clustering Noisy Signals with Structured Sparsity Using Time-Frequency Representation


Oct 18, 2015
Tom Hope, Avishai Wagner, Or Zuk


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