Publications and Contributions

• Conference Paper
  FigurA11y: AI Assistance for Writing Scientific Alt Text (2024)

  ACM IUI 2024, pp. 886–906 Authors: Nikhil Singh, Lucy Wang, Jonathan Bragg
• Conference Paper
  From Paper to Card: Transforming Design Implications with Generative AI (2024)

  ACM CHI 2024, pp. 1-15 Authors: Donghoon Shin, Lucy Wang, Gary Hsieh
• Invited Essay
  Generative AI for Scholarly Information Access (2024)

  Against the Grain, 36(3) Author: Lucy Wang
• Book Editor, Scholarly
  Guest editorial: Semantics-enabled Biomedical Literature Analytics (2024)

  Journal of Biomedical Informatics, 150 Authors: Halil Kilicoglu, Faezeh Ensan, Bridget Thomson-McInnes, Lucy Wang
• Conference Paper
  NLP for Maternal Healthcare: Perspectives and Guiding Principles in the Age of LLMs (2024)

  ACM FAccT 2024, pp. 1446–1463 Authors: Maria Antoniak, Aakanksha Naik, Carla S. Alvarado, Lucy Wang, Irene Y. Chen
• Conference Paper
  Personalized Jargon Identification for Enhanced Interdisciplinary Communication (2024)

  NAACL 2024 (Volume 1: Long Papers), pp. 4535–4550 Authors: Yue Guo, Joseph Chee Chang, Maria Antoniak, Erin Bransom, Trevor Cohen, Lucy Wang, Tal August
• Conference Paper
  TOPICAL: TOPIC Pages AutomagicaLly (2024)

  NAACL 2024 (Volume 3: System Demonstrations), pp. 1–11 Authors: John Giorgi, Amanpreet Singh, Doug Downey, Sergey Feldman, Lucy Wang
• Conference Paper
  Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations (2023)

  ACL 2023, pp. 9871–9889 Authors: Lucy Wang, Yulia Otmakhova, Jay DeYoung, Thinh Hung Truong, Bailey E Kuehl, Erin Bransom, Byron C Wallace
• Magazine/Trade Publication
  Foundations of Responsible NLP Use for Maternal Health Equity (2023)

  AAMC Center For Health Justice Authors: Maria Antoniak, Aakanksha Naik, Irene Y Chen, Lucy Wang, Carla S. Alvarado
• Conference Extended Abstract
  Measuring the Prevalence and Downstream Impact of Data and Method Sharing in arXiv Preprints (2023)

  2nd Annual International Conference on the Science of Science and Innovation (ICSSI 2023) Authors: Hancheng Cao, Jesse Dodge, Kyle Lo, Dan McFarland, Lucy Wang
• Conference Paper
  Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval (2023)

  EMNLP Findings 2023, pp. 8177–8199 Authors: John Giorgi, Luca Soldaini, Bo Wang, Gary Bader, Kyle Lo, Lucy Wang, Arman Cohan
• Journal Article, Academic Journal
  Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing (2023)

  ACM Transactions on Computer-Human Interaction (TOCHI), 30(5), pp. 1-38 Authors: Tal August, Lucy Wang, Jonathan Bragg, Marti Hearst, Andrew Head, Kyle Lo
• Preprint
  The Semantic Scholar Open Data Platform (2023)

  Authors: Rodney Kinney, Chloe Anastasiades, Russell Authur, Iz Beltagy, Jonathan Bragg, Alexandra Buraczynski, Isabel Cachola, Stefan Candra, Yoganand Chandrasekhar, Arman Cohan, Miles Crawford, Doug Downey, Jason Dunkelberger, Oren Etzioni, Rob Evans, Sergey Feldman, Joseph Gorney, David Graham, Fangzhou Hu, Regan Huff, Daniel King, Sebastian Kohlmeier, Bailey Kuehl, Michael Langan, Daniel Lin, Haokun Liu, Kyle Lo, Jaron Lochner, Kelsey MacMillan, Tyler Murray, Chris Newell, Smita Rao, Shaurya Rohatgi, Paul Sayre, Zejiang Shen, Amanpreet Singh, Luca Soldaini, Shivashankar Subramanian, Amber Tanaka, Alex D. Wade, Linda Wagner, Lucy Wang, Chris Wilhelm, Caroline Wu, Jiangjiang Yang, Angele Zamarron, Madeleine Van Zuylen, Daniel S. Weld
• Book, Chapter in Non-Scholarly Book-New
  Using Machine Learning to Verify Scientific Claims (2023)

  Artificial Intelligence in Science: Challenges, Opportunities and the Future of Research, pp. 121-128 Author: Lucy Wang
• Overview of MSLR2022: A shared task on multi- document summarization for literature reviews (2022)

  SDP at COLING 2022 Authors: Lucy Wang, Jay DeYoung, Byron Wallace
• Conference Paper
  A Dataset of Alt Texts from HCI Publications: Analyses and Uses Towards Producing More Descriptive Alt Texts of Data Visualizations in Scientific Papers (2022)

  ASSETS 2022 Authors: Sanjana Chintalapati, Jonathan Bragg, Lucy Wang
• Journal Article, Academic Journal
  Automatic Question Answering for Multiple Stakeholders: the Epidemic Question Answering Dataset (2022)

  Scientific Data, 9(1), pp. 1-11 Authors: Travis Goodwin, Dina Demner-Fushman, Kyle Lo, Lucy Wang, Hoa Dang, Ian Soboroff
• Conference Paper
  Generating Scientific Claims for Zero-Shot Scientific Fact Checking (2022)

  ACL 2022 (Volume 1: Long Papers), pp. 2448–2460 Authors: Dustin Wright, David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Isabelle Augenstein, Lucy Wang
• Journal Article, Academic Journal
  Infrastructure for rapid open knowledge network development (2022)

  AI Magazine, 43(1), pp. 59-68 Authors: Michael Cafarella, Michael Anderson, Iz Beltagy, Arie Cattan, Sarah Chasins, Ido Dagan, Doug Downey, Oren Etzioni, Sergey Feldman, Tian Gao, Tom Hope, Kexin Huang, Sophie Johnson, Daniel King, Kyle Lo, Yuze Lou, Matthew Shapiro, Dinghao Shen, Shivashankar Subramanian, Lucy Wang, Yuming Wang, Yitong Wang, Daniel S. Weld, Jenny Vo-Phamhi, Anna Zeng, Jiayun Zou
• Conference Paper
  Literature-Augmented Clinical Outcome Prediction (2022)

  NAACL Findings 2022, pp. 438–453 Authors: Aakanksha Naik, Sravanthi Parasa, Sergey Feldman, Lucy Wang, Tom Hope
• Conference Extended Abstract
  Literature-Augmented Clinical Outcome Prediction (2022)

  Machine Learning for Health (ML4H) at NeurIPS 2022 Authors: Aakanksha Naik, Sravanthi Parasa, Sergey Feldman, Lucy Wang, Tom Hope
• Conference Paper
  MultiVerS: Improving scientific claim verification with weak supervision and full-document context (2022)

  NAACL Findings 2022, pp. 61–76 Authors: David Wadden, Kyle Lo, Lucy Wang, Arman Cohan, Iz Beltagy, Hannah Hajishirzi
• Journal Article, Academic Journal
  Paper to HTML: A publicly available web tool for converting scientific PDFs into accessible HTML (2022)

  ACM SIGACCESS Accessibility and Computing, Issue 134 Authors: Lucy Wang, Jonathan Bragg, Daniel S. Weld
• Conference Paper
  SciFact-Open: Towards open-domain scientific claim verification (2022)

  EMNLP Findings 2022 Authors: Lucy Wang, David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Iz Beltagy, Hannaneh Hajishirzi
• Journal Article, Academic Journal
  VILA: Improving structured content extraction from scientific PDF using visual layout groups (2022)

  Transactions of the ACL Authors: Zejiang Shen, Kyle Lo, Lucy Wang, Bailey Kuehl, Daniel S Weld, Doug Downey
• Conference Extended Abstract
  A bibliometric analysis of citation diversity in accessibility and HCI research (2021)

  CHI Extended Abstracts 2021 Authors: Lucy Wang, Kelly Mack, Emma J McDonnnell, Dhruv Jain, Leah Findlater, Jon E. Froehlich
• Journal Article, Academic Journal
  Gender trends in computer science authorship (2021)

  Communications of the ACM Authors: Lucy Wang, Gabriel Stanovsky, Luca Weihs, Oren Etzioni
• Journal Article, Academic Journal
  Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World (2021)

  IEEE Internet of Things Authors: Farshad Firouzi, Bahar Farahani, Mahmoud Daneshmand, Kathy Grise, Jaeseung Song, Roberto Saracco, Lucy Wang, Kyle Lo, Plamen Angelov, Eduardo Suares et al.
• Preprint
  Improving the accessibility of scientific documents: current state, user needs, and a system solution to enhance scientific PDF accessibility for blind and low vision users (2021)

  Authors: Lucy Wang, Isabel Cachola, Jonathan Bragg, Evie Cheng, Chelsea Haupt, Matt Latzke, Bailey Kuehl, Madeleine van Zuylen, Linda Wagner, Daniel S. Weld
• Conference Paper
  MSˆ2: A Dataset for Multi-Document Summarization of Medical Studies (2021)

  EMNLP 2021, pp. 7494–7513 Authors: Jay DeYoung, Iz Beltagy, Madeleine van Zuylen, Bailey Kuehl, Lucy Wang
• Conference Paper
  SciA11y: Converting scientific papers to accessible HTML (2021)

  ASSETS 2021 Authors: Lucy Wang, Isabel Cachola, Jonathan Bragg, Evie Cheng, Chelsea Haupt, Matt Latzke, Bailey Kuehl, Madeleine van Zuylen, Linda Wagner, Daniel S. Weld
• Journal Article, Academic Journal
  Searching for scientific evidence in a pandemic: an overview of TREC-COVID (2021)

  Journal of Biomedical Informatics Authors: Kirk Roberts, Tasmeer alam, Steven Bedrick, Dina Demner-Fushman, Kyle Lo, Ian Soboroff, Ellen Voorhees, Lucy Wang, William R. Hersh
• Conference Paper
  What do we mean by 'Accessibility Research'? A literature survey of accessibility papers in CHI and ASSETS from 1994 to 2019 (2021)

  CHI 2021 Authors: Kelly Mack, Emma McDonnell, Dhruv Jain, Lucy Wang, Jon E. Froehlich, Leah Findlater
• Conference Workshop Paper
  CORD-19: the COVID-19 open research dataset (2020)

  NLP-COVID at ACL 2020 Authors: Lucy Wang, Kyle Lo, Yoganand Chandrasekhar, Russell Reas, Jiangjiang Yang, Doug Burdick, Darrin Eide, Kathryn Funk, Yannis Katsis, Rodney Michael Kinney, Yunyao Li, Ziyang Liu, William Merrill, Paul Mooney, Dewey A. Murdick, Devvret Rishi, Jerry Sheehan, Zhihong Shen, Brandon Stilson, Alex D. Wade, Kuansan Wang, Nancy Xin Ru Wang, Christopher Wilhelm, Boya Xie, Douglas M. Raymond, Daniel S. Weld, Oren Etzioni, Sebastian Kohlmeier
• Conference Paper
  Fact or fiction: verifying scientific claims (2020)

  EMNLP 2020 Authors: David Wadden, Shanchuan Lin, Kyle Lo, Lucy Wang, Madeleine van Zuylen, Arman Cohan, Hannaneh Hajishirzi
• Conference Paper
  MedICaT: a dataset of medical images, captions, and textual references (2020)

  EMNLP Findings 2020 Authors: Sanjay Subramanian, Lucy Wang, Ben Bogin, Sachin Mehta, Madeleine van Zuylen, Sravanthi Parasa, Sameer Singh, Matt Gardner, Hannaneh Hajishirzi
• Journal Article, Academic Journal
  Mitigating biases in CORD-19 for analyzing COVID-19 literature (2020)

  Frontiers in Research Metrics and Analytics Authors: Anshul Kanakia, Kuansan Wang, Yuxiao Dong, Boya Xie, Kyle Lo, Zhihong Shen, Lucy Wang, Chiyuan Huang, Darrin Eide, Sebastian Kohlmeier, Chieh-Han Wu
• Journal Article, Academic Journal
  Modelling kidney disease using ontology: insights from the Kidney Precision Medicine Project (2020)

  Nature Reviews Nephrology Authors: Edison Ong, Lucy Wang, Jennifer Schaub, John F. O'Toole, Becky Steck, Jonathan Himmelfarb, Ravi Iyengar, Matthias Kretzler, Sean Mooney, Yongqun He, Kidney Precision Medicine Project
• Conference Paper
  Overview of the 2020 Epidemic Question Answering Track (2020)

  TAC 2020 Authors: Travis R. Goodwin, Dina Demner-Fushman, Kyle Lo, Lucy Wang, William R. Hersh, Hao T. Dang, Ian M. Soboroff
• Conference Paper
  S2ORC: the Semantic Scholar open research corpus (2020)

  ACL 2020 Authors: Kyle Lo, Lucy Wang, Mark Neumann, Robert Kinney, Daniel S. Weld
• Conference Paper
  SUPP.AI: finding evidence for supplement-drug interactions (2020)

  ACL Demo 2020 Authors: Lucy Wang, Oyvind Tafjord, Arman Cohan, Sarthak Jain, Sam Skjonsberg, Carissa Schoenick, Nick Botner, Waleed Ammar
• Conference Paper
  TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection (2020)

  SIGIR Forum Authors: Ellen Voorhees, Tasmeer Alam, Steven Bedrick, Dina Demner-Fushman, William R. Hersh, Kyle Lo, Kirk Roberts, Ian Soboroff, Lucy Wang
• Journal Article, Academic Journal
  TREC-COVID: rationale and structure of an information retrieval shared task for COVID-19 (2020)

  Journal of the American Medical Informatics Association Authors: Kirk Roberts, Tasmeer Alam, Steven Bedrick, Dina Demner-Fushman, Kyle Lo, Ian Soboroff, Ellen Voorhees, Lucy Wang, William R. Hersh
• Journal Article, Academic Journal
  Text mining approaches for dealing with the rapidly expanding literature on COVID-19 (2020)

  Briefings in Bioinformatics Authors: Lucy Wang, Kyle Lo
• Thesis
  Ontology-driven pathway data integration (2019)

  Department of Biomedical Informatics and Medical Education, University of Washington Author: Lucy Wang
• Conference Extended Abstract
  Extracting evidence of supplement-drug interactions from literature (2019)

  ML4H at NeurIPS 2019 Authors: Lucy Wang, Oyvind Tafjord, Arman Cohan, Sarthak Jain, Sam Skjonsberg, Carissa Schoenick, Nick Botner, Waleed Ammar
• Journal Article, Academic Journal
  Predicting instances of Pathway Ontology classes for pathway integration (2019)

  Journal of Biomedical Semantics Authors: Lucy Wang, G. Thomas Hayman, Jennifer R. Smith, Monika Tutaj, Mary E. Shimoyama, John H. Gennari
• Conference Paper
  Construction of the literature graph in Semantic Scholar (2018)

  NAACL Industry 2018 Authors: Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, Iz Beltagy, Miles Crawford, Doug Downey, Jason Dunkelberger, Ahmed Elgohary, Sergey Feldman, Vu Ha, Rodney Kinney, Sebastian Kohlmeier, Kyle Lo, Tyler Murray, Hsu-Han Ooi, Matthew Peters, Joanna Power, Sam Skjonsberg, Lucy Wang, Chris Wilhelm, Zheng Yuan, Madeleine van Zuylen, Oren Etzioni
• Conference Workshop Paper
  Ontology alignment in the biomedical domain using entity definitions and context (2018)

  BioNLP at ACL 2018 Authors: Lucy Wang, Chandra Bhagavatula, Mark Neumann, Kyle Lo, Chris Wilhelm, Waleed Ammar
• Preprint
  PhenotypeXpression: sub-classification of disease states using public gene expression data and literature (2018)

  Authors: Lucy Wang, Huaiying Lin, Xiaojun Bao, Subhajit Sengupta, Ben Busby, Robert R. Butler III
• Journal Article, Academic Journal
  Fluctuation analysis of peak expiratory flow and its associations with treatment failure in asthma (2017)

  American Journal of Respiratory and Critical Care Medicine Authors: David A. Kaminsky, Lucy Wang, Jason HT Bates, Cindy Thamrin, David M. Shade, Anne E. Dixon, Robert A. Wise, Stephen Peters, Charles G. Irvin
• Conference Paper
  Similarity metrics for determining overlap among biological pathways (2017)

  ICBO 2017 Authors: Lucy Wang, John H. Gennari
• Conference Paper
  An analysis of differences in biological pathway resources (2016)

  ICBO and BioCreative 2016 Authors: Lucy Wang, John E. Gennari, Neil F. Abernethy
• Conference Paper
  Development of a novel Markov chain model for the prediction of head and neck squamous cell carcinoma dissemination (2016)

  AMIA 2016 Authors: Hyunggu Jung, Anthony Law, Eli Grunblatt, Lucy Wang, Aaron Kusano, Jose LV Mejino Jr., Mark E. Whipple
• Conference Paper
  Biological model development as an opportunity to provide content auditing for the Foundational Model of Anatomy ontology (2015)

  AMIA 2015 Authors: Lucy Wang, Eli Grunblatt, Hyunggu Jung, Ira J. Kalet, Mark E. Whipple
• Journal Article, Academic Journal
  Electrical impedance myography in Duchenne muscular dystrophy and health controls: a multi-center study of reliability and validity (2015)

  Muscle & Nerve Authors: Craig M. Zaidman, Lucy Wang, Anne M. Connolly, Julaine Florence, Brenda L. Wong, Julie A. Parsons, Susan Apkon, Namita Goyal, Eugene Williams, Diana Escolar, Seward B Rutkove, Jose L. Bohorquez, DART-EIM Clinical Evaluators Consortium
• Masters Thesis
  Matching Pursuit for Detecting Epileptic Response in EEG Following Photic Stimulation (2013)

  Department of Biomedical Engineering, The Johns Hopkins University Author: Lucy Wang
• Journal Article, Academic Journal
  Assessment of alterations in the electrical impedance of muscle after experimental nerve injury via finite-element analysis (2011)

  IEEE Transactions on Biomedical Engineering Authors: Lucy Wang, Mohammad Ahad, Alistair McEwan, Jia Li, Mina Jafarpoor, Seward B. Rutkove
• Journal Article, Academic Journal
  Electrical impedance myography for monitoring motor neuron loss in the SOD1 G93A amyotrophic lateral sclerosis rat (2011)

  Clinical Neurophysiology Authors: Lucy Wang, Andrew J. Spieker, Jia Li, Seward B. Rutkove