Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author
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Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery

12 August 2021

Marissa Radensky

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Papers citing "Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery"

17 / 17 papers shown

Title
VitaLITy: Promoting Serendipitous Discovery of Academic Literature with Transformers & Visual Analytics Arpit Narechania Alireza Karduni Ryan Wesslen Emily Wall 82 25 0 07 Aug 2021
Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study Rahul Nadkarni David Wadden Iz Beltagy Noah A. Smith Hannaneh Hajishirzi Tom Hope 81 28 0 17 Jun 2021
SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts Arie Cattan Sophie Johnson Daniel S. Weld Ido Dagan Iz Beltagy Doug Downey Tom Hope 95 24 0 18 Apr 2021
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers Tom Hope Aida Amini David Wadden Madeleine van Zuylen Sravanthi Parasa Eric Horvitz Daniel S. Weld Roy Schwartz Hannaneh Hajishirzi 81 29 0 08 Oct 2020
SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search Tom Hope Jason Portenoy Kishore Vasan Jon Borchardt Eric Horvitz Daniel S. Weld Marti A. Hearst Jevin D. West FedML 72 58 0 20 May 2020
TLDR: Extreme Summarization of Scientific Documents Isabel Cachola Kyle Lo Arman Cohan Daniel S. Weld 119 217 0 30 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 167 2,440 0 23 Apr 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers Arman Cohan Sergey Feldman Iz Beltagy Doug Downey Daniel S. Weld AI4TS 101 558 0 15 Apr 2020
Entity, Relation, and Event Extraction with Contextualized Span Representations David Wadden Ulme Wennberg Yi Luan Hannaneh Hajishirzi 84 590 0 08 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,332 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 700 24,572 0 26 Jul 2019
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing Mark Neumann Daniel King Iz Beltagy Bridger Waleed Ammar 89 687 0 20 Feb 2019
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 118 685 0 29 Aug 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 189 551 0 23 Feb 2018
Accelerating Innovation Through Analogy Mining Tom Hope Joel Chan A. Kittur Dafna Shahaf HAI 49 84 0 17 Jun 2017
Leveraging Citation Networks to Visualize Scholarly Influence Over Time Jason Portenoy Jessica Hullman Jevin D. West 66 39 0 22 Nov 2016
Ward's Hierarchical Clustering Method: Clustering Criterion and Agglomerative Algorithm F. Murtagh P. Legendre TPM 102 2,965 0 27 Nov 2011