Weld, Daniel S.

SpanBERT: Improving Pre-training by Representing and Predicting Spans

Joshi, M., Chen, D., Liu, Y., Weld, D. S., Zettlemoyer, L., & Levy, O. (2019) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 1,827

SpanBERT: Improving Pre-training by Representing and Predicting Spans

Joshi, M., Chen, D., Liu, Y., Weld, D. S., Zettlemoyer, L., & Levy, O. (2020) · Transactions of the Association for Computational Linguistics

Topic ModelingNatural Language Processing Techniques

Cited by 1,827

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

Joshi, M., Choi, E., Weld, D., & Zettlemoyer, L. (2017) · Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 1,690

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

Joshi, M., Choi, E., Weld, D. S., & Zettlemoyer, L. (2017) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 1,650

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

Bansal, G., Wu, T., Zhou, J., Fok, R., Nushi, B., Kamar, E., Ribeiro, M. T., & Weld, D. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

Explainable Artificial Intelligence (XAI)Human-Automation Interaction and Safety

Cited by 757

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

Bansal, G., Wu, T., Zhou, J., Fok, R., Nushi, B., Kamar, E., Ribeiro, M. T., & Weld, D. S. (2020) · arXiv

Explainable Artificial Intelligence (XAI)Human-Automation Interaction and Safety

Cited by 754

Beyond Accuracy: The Role of Mental Models in Human-AI Team Performance

Bansal, G., Nushi, B., Kamar, E., Lasecki, W. S., Weld, D. S., & Horvitz, E. (2019) · Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 466

S2ORC: The Semantic Scholar Open Research Corpus

Lo, K., Wang, L. L., Neumann, M., Kinney, R., & Weld, D. (2020) · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

scientometrics and bibliometrics researchComputational and Text Analysis Methods

Cited by 457

Automatically generating personalized user interfaces with Supple

Gajos, K. Z., Weld, D. S., & Wobbrock, J. O. (2010) · Artificial Intelligence

Usability and User Interface DesignDigital Accessibility for Disabilities

Cited by 317

Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff

Bansal, G., Nushi, B., Kamar, E., Weld, D. S., Lasecki, W. S., & Horvitz, E. (2019) · Proceedings of the AAAI Conference on Artificial Intelligence

Explainable Artificial Intelligence (XAI)Human-Automation Interaction and Safety

Cited by 284

The challenge of crafting intelligible intelligence

Weld, D. S., & Bansal, G. (2019) · Communications of the ACM

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 253

Exploring the design space for adaptive graphical user interfaces

Gajos, K. Z., Czerwinski, M., Tan, D. S., & Weld, D. S. (2006) · Proceedings of the working conference on Advanced visual interfaces - AVI '06

Usability and User Interface DesignInteractive and Immersive Displays

Cited by 198

TLDR: Extreme Summarization of Scientific Documents

Cachola, I., Lo, K., Cohan, A., & Weld, D. (2020) · Findings of the Association for Computational Linguistics: EMNLP 2020

Advanced Text Analysis TechniquesTopic Modeling

Cited by 169

No Explainability without Accountability: An Empirical Study of Explanations and Feedback in Interactive ML

Smith-Renner, A., Fan, R., Birchfield, M., Wu, T., Boyd-Graber, J., Weld, D. S., & Findlater, L. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 112

In search of verifiability: Explanations rarely enable complementary performance in AI‐advised decision making

Fok, R., & Weld, D. S. (2024) · AI Magazine

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 81

Effective Crowd Annotation for Relation Extraction

Liu, A., Soderland, S., Bragg, J., Lin, C. H., Ling, X., & Weld, D. S. (2016) · Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Natural Language Processing TechniquesTopic Modeling

Cited by 68

The Semantic Scholar Open Data Platform

Kinney, R., Anastasiades, C., Authur, R., Beltagy, I., Bragg, J., Buraczynski, A., Cachola, I., Candra, S., Chandrasekhar, Y., Cohan, A., et al. (2023) · arXiv

scientometrics and bibliometrics researchSemantic Web and Ontologies

Cited by 64

In Search of Verifiability: Explanations Rarely Enable Complementary Performance in AI-Advised Decision Making

Fok, R., & Weld, D. S. (2023) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 54

Local Decision Pitfalls in Interactive Machine Learning: An Investigation into Feature Selection in Sentiment Analysis

Wu, T., Weld, D. S., & Heer, J. (2019) · ACM Transactions on Computer-Human Interaction

Machine Learning and AlgorithmsExplainable Artificial Intelligence (XAI)

Cited by 39

Synthesizing scientific literature with retrieval-augmented language models

Asai, A., He, J., Shao, R., Shi, W., Singh, A., Chang, J. C., Lo, K., Soldaini, L., Feldman, S., D’Arcy, M., et al. (2026) · Nature

Topic ModelingInformation Retrieval and Search Behavior

Cited by 38

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

Wang, L. L., Cachola, I., Bragg, J., Cheng, E. Y.-Y., Haupt, C., Latzke, M., Kuehl, B., van Zuylen, M., Wagner, L., & Weld, D. S. (2021) · arXiv

Digital Accessibility for DisabilitiesMathematics, Computing, and Information Processing

Cited by 22

SciA11y: Converting Scientific Papers to Accessible HTML

Wang, L. L., Cachola, I., Bragg, J., Cheng, E. Y.-Y., Haupt, C., Latzke, M., Kuehl, B., van Zuylen, M. N., Wagner, L., & Weld, D. (2021) · Proceedings of the 23rd International ACM SIGACCESS Conference on Computers and Accessibility

Digital Accessibility for DisabilitiesMathematics, Computing, and Information Processing

Cited by 14

Challenges in Human-Agent Communication

Bansal, G., Vaughan, J. W., Amershi, S., Horvitz, E., Fourney, A., Mozannar, H., Dibia, V., & Weld, D. S. (2024) · arXiv

Speech and dialogue systemsSocial Robot Interaction and HRI

Cited by 8

Paper to HTML: A Publicly Available Web Tool for Converting Scientific Pdfs into Accessible HTML

Wang, L. L., Bragg, J., & Weld, D. S. (2022) · ACM SIGACCESS Accessibility and Computing

Digital Accessibility for DisabilitiesMathematics, Computing, and Information Processing

Cited by 6