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Weld, Daniel S.

  1. TLDR: Extreme Summarization of Scientific Documents
    2020/04/30 by Isabel Cachola, Cachola, Isabel, Kyle Lo +5 · 3 voices · 15 citations
    #cs.CL
  2. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for\n Reading Comprehension
    2017/05/09 by Mandar Joshi, Joshi, Mandar, Eunsol Choi +5 · 409 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  3. Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
    2021/01/01 by Tongshuang Wu, Marco Tulio Ribeiro, Marco Túlio Ribeiro +6 · 2 voices · 10 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.CL
  4. The Newspaper Navigator Dataset: Extracting And Analyzing Visual Content from 16 Million Historic Newspaper Pages in Chronicling America
    2020/05/04 by Benjamin Charles Germain Lee, Jaime Mears, Lee, Benjamin Charles Germain +15 · 2 voices · 3 citations
    #cs.IR #cs.CV #cs.LG
  5. SPECTER: Document-level Representation Learning using Citation-informed Transformers
    2020/04/15 by Cohan, Arman, Feldman, Sergey, Beltagy, Iz +2 · 61 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Does the Whole Exceed its Parts? The Effect of AI Explanations on\n Complementary Team Performance
    2020/06/25 by Gagan Bansal, Tongshuang Wu, Bansal, Gagan +13 · 52 citations
    Business, Management and Accounting · Computer Science · Social Sciences · #Big Data and Business Intelligence #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
  7. SpanBERT: Improving Pre-training by Representing and Predicting Spans
    2019/07/24 by Joshi, Mandar, Chen, Danqi, Liu, Yinhan +3 · 34 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. The Semantic Scholar Open Data Platform
    2023/01/24 by Kinney, Rodney, Anastasiades, Chloe, Authur, Russell +45 · 26 citations
    #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #FOS: Computer and information sciences
  9. CORD-19: The COVID-19 Open Research Dataset
    2020/04/22 by Wang, Lucy Lu, Lo, Kyle, Chandrasekhar, Yoganand +25 · 7 citations
    #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #FOS: Computer and information sciences
  10. BERT for Coreference Resolution: Baselines and Analysis
    2019/08/24 by Joshi, Mandar, Levy, Omer, Weld, Daniel S. +1 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Augmenting Scientific Papers with Just-in-Time, Position-Sensitive\n Definitions of Terms and Symbols
    2020/09/29 by Andrew Head, Kyle Lo, Head, Andrew +11 · 5 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.5.2 #Human-Computer Interaction (cs.HC) #Speech and dialogue systems #Usability and User Interface Design
  12. Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation
    2024/09/23 by Marissa Radensky, Simra Shahid, Radensky, Marissa +8 · 12 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #H.5.2 #Human-Computer Interaction (cs.HC) #I.2 #Scientific Computing and Data Management
  13. Cocoa: Co-Planning and Co-Execution with AI Agents
    2024/12/14 by Feng, K. J. Kevin, Pu, Kevin, Latzke, Matt +6 · 13 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  14. VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups
    2021/06/01 by Zejiang Shen, Kyle Lo, Shen, Zejiang +9 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques
  15. CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation
    2025/03/20 by Peter Jansen, Oyvind Tafjord, Jansen, Peter +15 · 10 citations
    Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Scientific Computing and Data Management #Software Engineering Research
  16. The Challenge of Crafting Intelligible Intelligence
    2018/03/09 by Weld, Daniel S., Bansal, Gagan · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  17. Designing LLM Chains by Adapting Techniques from Crowdsourcing Workflows
    2023/12/18 by Grunde-McLaughlin, Madeleine, Lam, Michelle S., Krishna, Ranjay +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  18. A Computational Inflection for Scientific Discovery
    2022/05/04 by Tom Hope, Hope, Tom, Doug Downey +7 · 2 citations
    Decision Sciences · #Scientific Computing and Data Management
  19. GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation
    2021/01/17 by Khashabi, Daniel, Stanovsky, Gabriel, Bragg, Jonathan +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. In Search of Verifiability: Explanations Rarely Enable Complementary Performance in AI-Advised Decision Making
    2023/05/12 by Fok, Raymond, Weld, Daniel S. · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  21. AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
    2025/10/24 by Jonathan Bragg, Bragg, Jonathan, Mike D'Arcy +75 · 2 voices · 3 citations
    #cs.AI #cs.CL
  22. Semi-Supervised Event Extraction with Paraphrase Clusters
    2018/08/26 by Ferguson, James, Lockard, Colin, Weld, Daniel S. +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Qlarify: Recursively Expandable Abstracts for Directed Information Retrieval over Scientific Papers
    2023/10/11 by Fok, Raymond, Chang, Joseph Chee, August, Tal +2 · 2 citations
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  24. LIMEADE: From AI Explanations to Advice Taking
    2020/03/09 by Benjamin Charles Germain Lee, Doug Downey, Lee, Benjamin Charles Germain +5 · 1 citation
    Computer Science · Materials Science · Medicine · #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education
  25. Challenges in Human-Agent Communication
    2024/11/28 by Gagan Bansal, Jennifer Wortman Vaughan, Bansal, Gagan +13 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics and Automated Systems
  26. Ai2 Scholar QA: Organized Literature Synthesis with Attribution
    2025/04/15 by Amanpreet Singh, Singh, Amanpreet, Joseph Chee Chang +32 · 5 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Expert finding and Q&A systems #Biomedical Text Mining and Ontologies
  27. 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
    2021/04/30 by Lucy Lu Wang, Wang, Lucy Lu, Isabel Cachola +17 · 1 citation
    Social Sciences · Neuroscience · Computer Science · #Digital Accessibility for Disabilities #Tactile and Sensory Interactions #Web Data Mining and Analysis
  28. Papers-to-Posts: Supporting Detailed Long-Document Summarization with an Interactive LLM-Powered Source Outline
    2024/06/14 by Marissa Radensky, Radensky, Marissa, Daniel S. Weld +7 · 2 citations
    Social Sciences · #Artificial Intelligence in Law
  29. The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces
    2023/03/25 by Kyle Lo, Lo, Kyle, Joseph Chee Chang +111 · 1 voice
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Recommender Systems and Techniques #cs.AI #cs.CL #cs.HC
  30. Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search
    2022/03/16 by King, Daniel, Shen, Zejiang, Subramani, Nishant +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models
    2024/10/25 by Benjamin Newman, Newman, Benjamin, Yoonjoo Lee +15 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Semantic Web and Ontologies #Advanced Text Analysis Techniques
  32. Literature-Grounded Novelty Assessment of Scientific Ideas
    2025/06/27 by Simra Shahid, Marissa Radensky, Shahid, Simra +9 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Expert finding and Q&A systems #FOS: Computer and information sciences #H.3 #I.2 #Information Retrieval (cs.IR) #Topic Modeling