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Daniel S. Weld

Allen Institute for AI, University of Washington

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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The Challenge of Crafting Intelligible Intelligence

Oct 15, 2018
Daniel S. Weld, Gagan Bansal

* arXiv admin note: text overlap with arXiv:1603.08507 by other authors 

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Semi-Supervised Event Extraction with Paraphrase Clusters

Aug 26, 2018
James Ferguson, Colin Lockard, Daniel S. Weld, Hannaneh Hajishirzi

* NAACL 2018 

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StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow

Mar 26, 2018
Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun

* Accepted to the Web Conference 2018 (former WWW 2018), 11 pages, 6 figures 

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TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

May 13, 2017
Mandar Joshi, Eunsol Choi, Daniel S. Weld, Luke Zettlemoyer

* Added references, fixed typos, minor baseline update 

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