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05/24/2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing
In executable task-oriented semantic parsing, the system aims to transla...
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11/08/2022
Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic
The use of multilingual language models for tasks in low and high-resour...
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04/14/2021
On the Robustness of Goal Oriented Dialogue Systems to Real-world Noise
Goal oriented dialogue systems, that interact in real-word environments,...
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11/19/2020
RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions
Empowering decision support systems with automated planning has received...
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10/08/2020
Moving Target Defense for Robust Monitoring of Electric Grid Transformers in Adversarial Environments
Electric power grid components, such as high voltage transformers (HVTs)...
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07/20/2020
Multi-agent Reinforcement Learning in Bayesian Stackelberg Markov Games for Adaptive Moving Target Defense
The field of cybersecurity has mostly been a cat-and-mouse game with the...
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02/05/2020
`Why not give this work to them?' Explaining AI-Moderated Task-Allocation Outcomes using Negotiation Trees
The problem of multi-agent task allocation arises in a variety of scenar...
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05/02/2019
A Survey of Moving Target Defenses for Network Security
Network defense techniques based on traditional tools, techniques, and p...
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03/01/2019
To Monitor or to Trust: Observing Robot's Behavior based on a Game-Theoretic Model of Trust
In scenarios where a robot generates and executes a plan, there may be i...
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03/01/2019
To Monitor Or Not: Observing Robot's Behavior based on a Game-Theoretic Model of Trust
In scenarios where a robot generates and executes a plan, there may be i...
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12/23/2018
Markov Game Modeling of Moving Target Defense for Strategic Detection of Threats in Cloud Networks
The processing and storage of critical data in large-scale cloud network...
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11/09/2018
Imagining an Engineer: On GAN-Based Data Augmentation Perpetuating Biases
The use of synthetic data generated by Generative Adversarial Networks (...
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11/01/2018
Adaptive MTD Security using Markov Game Modeling
Large scale cloud networks consist of distributed networking and computi...
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02/23/2016