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Daniel S. Weld

Allen Institute for AI, University of Washington

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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Incorporating Visual Layout Structures for Scientific Text Classification


Jun 21, 2021
Zejiang Shen, Kyle Lo, Lucy Lu Wang, Bailey Kuehl, Daniel S. Weld, Doug Downey

* 13 pages, 4 figures, 6 tables 

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GENIE: A Leaderboard for Human-in-the-Loop Evaluation of Text Generation


Jan 17, 2021
Daniel Khashabi, Gabriel Stanovsky, Jonathan Bragg, Nicholas Lourie, Jungo Kasai, Yejin Choi, Noah A. Smith, Daniel S. Weld


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Polyjuice: Automated, General-purpose Counterfactual Generation


Jan 01, 2021
Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld


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Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions


Oct 11, 2020
Dongyeop Kang, Andrew Head, Risham Sidhu, Kyle Lo, Daniel S. Weld, Marti A. Hearst

* Workshop on Scholarly Document Processing (SDP), EMNLP 2020 

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Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols


Sep 29, 2020
Andrew Head, Kyle Lo, Dongyeop Kang, Raymond Fok, Sam Skjonsberg, Daniel S. Weld, Marti A. Hearst

* 16 pages, 14 figures, 1 table. For associated video, see https://bit.ly/scholarphi-video-walkthrough 

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Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance


Jun 30, 2020
Gagan Bansal, Tongshuang Wu, Joyce Zhou, Raymond Fok, Besmira Nushi, Ece Kamar, Marco Tulio Ribeiro, Daniel S. Weld

* Draft/pre-print 

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High-Precision Extraction of Emerging Concepts from Scientific Literature


Jun 11, 2020
Daniel King, Doug Downey, Daniel S. Weld

* Accepted to SIGIR 2020 

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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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SPECTER: Document-level Representation Learning using Citation-informed Transformers


May 20, 2020
Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, Daniel S. Weld

* ACL 2020 

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The Newspaper Navigator Dataset: Extracting And Analyzing Visual Content from 16 Million Historic Newspaper Pages in Chronicling America


May 04, 2020
Benjamin Charles Germain Lee, Jaime Mears, Eileen Jakeway, Meghan Ferriter, Chris Adams, Nathan Yarasavage, Deborah Thomas, Kate Zwaard, Daniel S. Weld

* 14 pages, 5 figures 

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TLDR: Extreme Summarization of Scientific Documents


May 02, 2020
Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld


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Optimizing AI for Teamwork


Apr 27, 2020
Gagan Bansal, Besmira Nushi, Ece Kamar, Eric Horvitz, Daniel S. Weld

* Pre-print/Draft 

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CORD-19: The Covid-19 Open Research Dataset


Apr 25, 2020
Lucy Lu Wang, Kyle Lo, Yoganand Chandrasekhar, Russell Reas, Jiangjiang Yang, Darrin Eide, Kathryn Funk, Rodney Kinney, Ziyang Liu, William Merrill, Paul Mooney, Dewey Murdick, Devvret Rishi, Jerry Sheehan, Zhihong Shen, Brandon Stilson, Alex D. Wade, Kuansan Wang, Chris Wilhelm, Boya Xie, Douglas Raymond, Daniel S. Weld, Oren Etzioni, Sebastian Kohlmeier

* 10 pages, 3 figures 

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Document-level Representation Learning using Citation-informed Transformers


Apr 15, 2020
Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, Daniel S. Weld

* ACL 2020 

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Explanation-Based Tuning of Opaque Machine Learners with Application to Paper Recommendation


Mar 09, 2020
Benjamin Charles Germain Lee, Kyle Lo, Doug Downey, Daniel S. Weld

* 9 pages, 4 figures 

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Pretrained Language Models for Sequential Sentence Classification


Sep 22, 2019
Arman Cohan, Iz Beltagy, Daniel King, Bhavana Dalvi, Daniel S. Weld

* EMNLP 2019 

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BERT for Coreference Resolution: Baselines and Analysis


Sep 01, 2019
Mandar Joshi, Omer Levy, Daniel S. Weld, Luke Zettlemoyer

* EMNLP 2019 camera ready version 

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SpanBERT: Improving Pre-training by Representing and Predicting Spans


Jul 31, 2019
Mandar Joshi, Danqi Chen, Yinhan Liu, Daniel S. Weld, Luke Zettlemoyer, Omer Levy


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pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference


Oct 20, 2018
Mandar Joshi, Eunsol Choi, Omer Levy, Daniel S. Weld, Luke Zettlemoyer


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