Fetching the paper…
Reading the bibliography…
Isolated silos of scientific research and the growing challenge of information overload limit awareness across the literature and hinder innovation.
Recent research on selective exposure to information
Dieter Frey. 1986 · 1986
Earlier work this paper cites.
Undiscovered Public Knowledge: A Ten-Year Update.. In KDD . 295–298
Don R Swanson and Neil R Smalheiser. 1996 · 1996
Earlier work this paper cites.
Birds of a feather: Homophily in social networks
Miller McPherson, Lynn Smith-Lovin, and James M Cook. 2001 · 2001
Earlier work this paper cites.
A simple algorithm for identifying abbreviation definitions in biomedical text
Ariel S. Schwartz and Marti A. Hearst. 2002 · 2003
Earlier work this paper cites.
TextRank: Bringing Order into Text. In Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics, Barcelona, Spain, 404–411
Rada Mihalcea and Paul Tarau. 2004 · 2004
Earlier work this paper cites.
Visualizing knowledge domains
Katy Börner, Chaomei Chen, and Kevin W. Boyack. 2005 · 2005
Earlier work this paper cites.
Addressing cold-start problem in recommendation systems. In Proceedings of the 2nd international conference on Ubiquitous information management and communication (ICUIMC ’08) . Association for Computing Machinery, New York, NY, USA, 208–211
Xuan Nhat Lam, Thuc Vu, Trong Duc Le, and Anh Duc Duong. 2008 · 2008
Earlier work this paper cites.
Google Scholar’s ranking algorithm: an introductory overview. In Proceedings of the 12th international conference on scientometrics and informetrics (ISSI’09) , Vol. 1. Rio de Janeiro (Brazil), 230–241
Jöran Beel and Bela Gipp. 2009 · 2009
Earlier work this paper cites.
A collaborative filtering approach to mitigate the new user cold start problem
Jesús Bobadilla, Fernando Ortega, Antonio Hernando, and Jesús Bernal. 2012 · 2011
Earlier work this paper cites.
Science mapping software tools: Review, analysis, and cooperative study among tools
M.j. Cobo, A.g. López-Herrera, E. Herrera-Viedma, and F. Herrera. 2011 · 2011
Earlier work this paper cites.
The filter bubble: What the Internet is hiding from you
Eli Pariser. 2011 · 2011
Earlier work this paper cites.
Scikit-learn: Machine learning in Python
Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, et al · 2011
Earlier work this paper cites.
Thematic analysis
Virginia Braun and Victoria Clarke. 2012 · 2012
Earlier work this paper cites.
PivotPaths: Strolling through faceted information spaces
Marian Dörk, Nathalie Henry Riche, Gonzalo Ramos, and Susan Dumais. 2012 · 2012
Earlier work this paper cites.
Cross-domain collaboration recommendation. In Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining . 1285–1293
Jie Tang, Sen Wu, Jimeng Sun, and Hang Su. 2012 · 2012
Earlier work this paper cites.
The Meaning of Near and Far: The Impact of Structuring Design Databases and the Effect of Distance of Analogy on Design Output
Katherine Fu, Joel Chan, Jonathan Cagan, Kenneth Kotovsky, Christian Schunn, and Kristin Wood. 2013 · 2013
Earlier work this paper cites.
Ward’s hierarchical agglomerative clustering method: which algorithms implement Ward’s criterion?
Fionn Murtagh and Pierre Legendre. 2014 · 2014
Earlier work this paper cites.
Exploring the filter bubble: the effect of using recommender systems on content diversity. In Proceedings of the 23rd international conference on World wide web . 677–686
Tien T Nguyen, Pik-Mai Hui, F Maxwell Harper, Loren Terveen, and Joseph A Konstan. 2014 · 2014
Earlier work this paper cites.
CiteRivers: Visual Analytics of Citation Patterns
Florian Heimerl, Qi Han, Steffen Koch, and Thomas Ertl. 2016 · 2015
Earlier work this paper cites.
Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing
Sanjay Kairam, Nathalie Henry Riche, Steven Drucker, Roland Fernandez, and Jeffrey Heer. 2015 · 2015
Earlier work this paper cites.
Paper recommender systems: a literature survey
Joeran Beel, Bela Gipp, Stefan Langer, and Corinna Breitinger. 2016 · 2016
Earlier work this paper cites.
Diversity, serendipity, novelty, and coverage: a survey and empirical analysis of beyond-accuracy objectives in recommender systems
Marius Kaminskas and Derek Bridge. 2016 · 2016
Cited alongside, same era.
A recommendation system based on hierarchical clustering of an article-level citation network
Jevin D West, Ian Wesley-Smith, and Carl T Bergstrom. 2016 · 2016
Cited alongside, same era.
How much novelty is relevant? it depends on your curiosity. In Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval . 315–324
Pengfei Zhao and Dik Lun Lee. 2016 · 2016
Cited alongside, same era.
Expert Review. Science Mapping: A Systematic Review of the Literature
Chaomei Chen. 2017 · 2017
Cited alongside, same era.
Ego-Splitting Framework: from Non-Overlapping to Overlapping Clusters. In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD ’17 . ACM Press, Halifax, NS, Canada, 145–154
TLDR: Extreme Summarization of Scientific Documents. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings . 4766–4777
Isabel Cachola, Kyle Lo, Arman Cohan, and Daniel S Weld. 2020 · 2020
Later among the works it cites.
Improving end-to-end sequential recommendations with intent-aware diversification. In Proceedings of the 29th ACM International Conference on Information & Knowledge Management . 175–184
Wanyu Chen, Pengjie Ren, Fei Cai, Fei Sun, and Maarten de Rijke. 2020 · 2020
Later among the works it cites.
SPECTER: Document-level Representation Learning using Citation-informed Transformers. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics . Association for Computational Linguistics, Online, 2270–2282
Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, and Daniel Weld. 2020 · 2020
Later among the works it cites.
Understanding echo chambers in e-commerce recommender systems. In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval . 2261–2270
Yingqiang Ge, Shuya Zhao, Honglu Zhou, Changhua Pei, Fei Sun, Wenwu Ou, and Yongfeng Zhang. 2020 · 2020
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Alessandro Epasto, Silvio Lattanzi, and Renato Paes Leme. 2017 · 2017
Cited alongside, same era.
Accelerating Innovation Through Analogy Mining. In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (New York, NY, USA, 2017-08-04) (KDD ’17) . Association for Computing Machinery, 235–243
Tom Hope, Joel Chan, Aniket Kittur, and Dafna Shahaf. [n.d.] · 2017
Cited alongside, same era.
Echo Chambers in Science?. In American Sociological Association
Lanu Kim, Jevin D West, and Katherine Stovel. 2017 · 2017
Cited alongside, same era.
Leveraging Citation Networks to Visualize Scholarly Influence Over Time
Jason Portenoy, Jessica Hullman, and Jevin D. West. 2017 · 2017
Cited alongside, same era.
Solvent: A mixed initiative system for finding analogies between research papers
Joel Chan, Joseph Chee Chang, Tom Hope, Dafna Shahaf, and Aniket Kittur. 2018 · 2018
Cited alongside, same era.
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics, Brussels, Belgium
Yi Luan, Luheng He, Mari Ostendorf, and Hannaneh Hajishirzi. 2018 · 2018
Cited alongside, same era.
Ranking Sentences for Extractive Summarization with Reinforcement Learning. In NAACL-HLT
Shashi Narayan, Shay B. Cohen, and Mirella Lapata. 2018 · 2018
Cited alongside, same era.
Beyond the ranked list: User-driven exploration and diversification of social recommendation. In 23rd international conference on intelligent user interfaces . 239–250
Chun-Hua Tsai and Peter Brusilovsky. 2018 · 2018
Cited alongside, same era.
Later among the works it cites.
Adaptive Inspirational Design Stimuli: Using Design Output to Computationally Search for Stimuli That Impact Concept Generation
Kosa Goucher-Lambert, Joshua T Gyory, Kenneth Kotovsky, and Jonathan Cagan. 2020 · 2020
Later among the works it cites.
Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks. In ACL
Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, and Noah A. Smith. 2020 · 2020
Later among the works it cites.
SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search. In EMNLP
Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz, Daniel S Weld, Marti A Hearst, and Jevin West. 2020 · 2020
Later among the works it cites.
Joel Klinger, Juan Mateos-Garcia, and Konstantinos Stathoulopoulos. 2020 · 2020
Later among the works it cites.
Constructing and evaluating automated literature review systems
Jason Portenoy and Jevin D West. 2020 · 2020
Later among the works it cites.
The pace of artificial intelligence innovations: Speed, talent, and trial-and-error
Xuli Tang, Xin Li, Ying Ding, Min Song, and Yi Bu. 2020 · 2020
Later among the works it cites.
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Perspective
Chun-Hua Tsai, Jukka Huhtamäki, Thomas Olsson, and Peter Brusilovsky. 2020 · 2020
Later among the works it cites.
The Impacts of Item Features and User Characteristics on Users’ Perceived Serendipity of Recommendations. In Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization . 266–274
Ningxia Wang, Li Chen, and Yonghua Yang. 2020 · 2020
Later among the works it cites.
Measuring and Mitigating Item Under-Recommendation Bias in Personalized Ranking Systems. In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval . 449–458
Ziwei Zhu, Jianling Wang, and James Caverlee. 2020 · 2020
Later among the works it cites.
SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts
Arie Cattan, Sophie Johnson, Daniel Weld, Ido Dagan, Iz Beltagy, Doug Downey, and Tom Hope. 2021 · 2021
Closest in time.
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers. In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies . Association for Computational Linguistics, Online, 4489–4503
Tom Hope, Aida Amini, David Wadden, Madeleine van Zuylen, Sravanthi Parasa, Eric Horvitz, Daniel Weld, Roy Schwartz, and Hannaneh Hajishirzi. 2021a · 2021
Closest in time.
Scaling Creative Inspiration with Fine-Grained Functional Facets of Product Ideas
Tom Hope, Ronen Tamari, Hyeonsu Kang, Daniel Hershcovich, Joel Chan, Aniket Kittur, and Dafna Shahaf. 2021b · 2021
Closest in time.
Towards personalized descriptions of scientific concepts. In The Fifth Widening Natural Language Processing Workshop at EMNLP
Sonia K. Murthy, Daniel King, Tom Hope, Daniel Weld, and Doug Downey. 2021 · 2021
Closest in time.
Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study
Rahul Nadkarni, David Wadden, Iz Beltagy, Noah A Smith, Hannaneh Hajishirzi, and Tom Hope. 2021 · 2021
Closest in time.
vitaLITy: Promoting Serendipitous Discovery of Academic Literature with Transformers & Visual Analytics
Arpit Narechania, Alireza Karduni, Ryan Wesslen, and Emily Wall. 2021 · 2021
Closest in time.
Global citation inequality is on the rise
Mathias Wullum Nielsen and Jens Peter Andersen. 2021 · 2021
Closest in time.
S2AND: A Benchmark and Evaluation System for Author Name Disambiguation
Shivashankar Subramanian, Daniel King, Doug Downey, and Sergey Feldman. 2021 · 2021
Closest in time.