TRECVID 2014 - An Overview of the Goals, Tasks, Data, Evaluation Mechanisms and Metrics. - Paul Over; Jon Fiscus; Gregory A. Sanders; David Joy; Martial Michel; George Awad; Alan F. Smeaton; Wessel Kraaij; Georges Quénot (TRECVID, 2014)

TRECVID 2015 - An Overview of the Goals, Tasks, Data, Evaluation Mechanisms and Metrics. - Paul Over; George Awad; Jon Fiscus; Martial Michel; David Joy; Alan F. Smeaton; Wessel Kraaij; Georges Quénot; Roeland Ordelman; Robin Aly (TRECVID, 2015)

TRECVID 2016: Evaluating Video Search, Video Event Detection, Localization, and Hyperlinking. - George Awad; Jonathan G. Fiscus; David Joy; Martial Michel; Alan F. Smeaton; Wessel Kraaij; Georges Quénot; Maria Eskevich; Robin Aly; Roeland Ordelman; Marc Ritter; Gareth J. F. Jones; et al. (TRECVID, 2016)

TRECVID 2017: Evaluating Ad-hoc and Instance Video Search, Events Detection, Video Captioning and Hyperlinking. - George Awad; Asad A. Butt; Jonathan G. Fiscus; David Joy; Andrew Delgado; Martial Michel; Alan F. Smeaton; Yvette Graham; Gareth J. F. Jones; Wessel Kraaij; Georges Quénot; Maria Eskevich; et al. (TRECVID, 2017)

TRECVID 2018: Benchmarking Video Activity Detection, Video Captioning and Matching, Video Storytelling Linking and Video Search. - George Awad; Asad A. Butt; Keith Curtis; Yooyoung Lee; Jonathan G. Fiscus; Afzal Godil; David Joy; Andrew Delgado; Alan F. Smeaton; Yvette Graham; Wessel Kraaij; Georges Quénot; et al. (TRECVID, 2018)

Overview of the NIST 2016 LoReHLT evaluation. - Audrey Tong; Lukas L. Diduch; Jonathan G. Fiscus; Yasaman Haghpanah; Shudong Huang; David Joy; Kay Peterson; Ian Soboroff (Mach. Transl., 2018)

ActEV18: Human Activity Detection Evaluation for Extended Videos. - Yooyoung Lee; Jon Fiscus; Afzal Godil; David Joy; Andrew Delgado; Jim Golden (WACV Workshops, 2019)

Geowatch for Detecting Heavy Construction in Heterogeneous Time Series of Satellite Images. - Jon Crall; Connor Greenwell; David Joy; Matthew Leotta; Aashish Chaudhary; Anthony Hoogs (IGARSS, 2024)

Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain. - Brian Hu 001; Bill Ray; Alice Leung; Amy Summerville; David Joy; Christopher Funk; Arslan Basharat (NAACL (Industry Track), 2024)

GeoWATCH for Detecting Heavy Construction in Heterogeneous Time Series of Satellite Images. - Jon Crall; Connor Greenwell; David Joy; Matthew J. Leotta; Aashish Chaudhary; Anthony Hoogs (CoRR, 2024)

Co-design for Particle Applications at Exascale. - Samuel Temple Reeve; Jean-Luc Fattebert; Stephen Dewitt; Pablo Seleson; David Joy; Stuart R. Slattery; Aaron Scheinberg; Rene Halver; Christoph Junghans; Christian F. A. Negre; Michael E. Wall; Yu Zhang 010; et al. (Comput. Sci. Eng., 2024)

ALIGN: Prompt-based Attribute Alignment for Reliable, Responsible, and Personalized LLM-based Decision-Making. - Bharadwaj Ravichandran; David Joy; Paul Elliott; Brian Hu 001; Jadie Adams; Christopher Funk; Emily Veenhuis; Anthony Hoogs; Arslan Basharat (CoRR, 2025)

Steerable Pluralism: Pluralistic Alignment via Few-Shot Comparative Regression. - Jadie Adams; Brian Hu 001; Emily Veenhuis; David Joy; Bharadwaj Ravichandran; Aaron Bray; Anthony Hoogs; Arslan Basharat (CoRR, 2025)