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Journal Articles
- 2019
[j2]Victor Dibia, Çagatay Demiralp:
Data2Vis: Automatic Generation of Data Visualizations Using Sequence-to-Sequence Recurrent Neural Networks. IEEE Computer Graphics and Applications 39(5): 33-46 (2019)- [j1]Jeffrey O. Kephart, Victor C. Dibia, Jason B. Ellis, Biplav Srivastava
, Kartik Talamadupula, Mishal Dholakia:
An Embodied Cognitive Assistant for Visualizing and Analyzing Exoplanet Data. IEEE Internet Comput. 23(2): 31-39 (2019)
Conference and Workshop Papers
- 2023
- [c10]Victor Dibia:
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models. ACL (demo) 2023: 113-126 - [c9]Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu, Saleema Amershi:
Aligning Offline Metrics and Human Judgments of Value for Code Generation Models. ACL (Findings) 2023: 8516-8528 - [c8]Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul N. Bennett:
Axiomatic Preference Modeling for Longform Question Answering. EMNLP 2023: 11445-11475 - 2020
- [c7]Victor Dibia:
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets. EMNLP (Demos) 2020: 15-22 - 2018
- [c6]Jeffrey O. Kephart, Victor C. Dibia, Jason B. Ellis, Biplav Srivastava, Kartik Talamadupula, Mishal Dholakia:
A Cognitive Assistant for Visualizing and Analyzing Exoplanets. AAAI 2018: 8206-8207 - 2017
- [c5]Victor C. Dibia, Maryam Ashoori, Aaron Cox, Justin D. Weisz:
TJBot: An Open Source DIY Cardboard Robot for Programming Cognitive Systems. CHI Extended Abstracts 2017: 381-384 - 2016
- [c4]Victor Dibia:
FOQUS: A Smartwatch Application for Individuals with ADHD and Mental Health Challenges. ASSETS 2016: 311-312 - 2015
- [c3]Victor Dibia, Shari Trewin, Maryam Ashoori, Thomas Erickson:
Exploring the Potential of Wearables to Support Employment for People with Mild Cognitive Impairment. ASSETS 2015: 401-402 - [c2]Jun Zhang, Victor Dibia, Alexey Sodnomov, Paul Benjamin Lowry:
Understanding the Disclosure of Private Healthcare Information within Online Quantified Self 2.0 Platforms. PACIS 2015: 140 - 2014
- [c1]Victor Dibia:
Evolution of Mobile Money Technologies in Developing Nations: Successes and Lessons. AMCIS 2014
Informal and Other Publications
- 2024
- [i12]Gonzalo Ramos, Rick Barraza, Victor Dibia, Sharon Lo:
The Aleph & Other Metaphors for Image Generation. CoRR abs/2402.07104 (2024) - [i11]Negar Arabzadeh, Julia Kiseleva, Qingyun Wu, Chi Wang, Ahmed Awadallah, Victor Dibia, Adam Fourney, Charles L. A. Clarke:
Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications. CoRR abs/2402.09015 (2024) - [i10]Emmanuel Aboah Boateng, Cassiano O. Becker, Nabiha Asghar, Kabir Walia, Ashwin Srinivasan, Ehi Nosakhare, Victor Dibia, Soundar Srinivasan:
Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting. CoRR abs/2408.09365 (2024) - [i9]Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed, Adam Fourney, Erkang Zhu, Chi Wang, Saleema Amershi:
AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems. CoRR abs/2408.15247 (2024) - [i8]Jeevana Priya Inala, Chenglong Wang, Steven Mark Drucker, Gonzalo Ramos, Victor Dibia, Nathalie Riche, Dave Brown, Dan Marshall, Jianfeng Gao:
Data Analysis in the Era of Generative AI. CoRR abs/2409.18475 (2024) - 2023
- [i7]Victor Dibia:
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models. CoRR abs/2303.02927 (2023) - [i6]Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett:
Axiomatic Preference Modeling for Longform Question Answering. CoRR abs/2312.02206 (2023) - 2022
- [i5]Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu, Saleema Amershi:
Aligning Offline Metrics and Human Judgments of Value of AI-Pair Programmers. CoRR abs/2210.16494 (2022) - 2020
- [i4]Victor Dibia:
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets. CoRR abs/2007.15211 (2020) - 2018
- [i3]Victor Dibia, Çagatay Demiralp:
Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks. CoRR abs/1804.03126 (2018) - [i2]Victor Dibia, Maryam Ashoori, Aaron Cox, Justin D. Weisz:
Designing for Democratization: Introducing Novices to Artificial Intelligence Via Maker Kits. CoRR abs/1805.10723 (2018) - [i1]Bahador Saket, Dominik Moritz, Halden Lin, Victor Dibia, Çagatay Demiralp, Jeffrey Heer:
Beyond Heuristics: Learning Visualization Design. CoRR abs/1807.06641 (2018)
Coauthor Index
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