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Found 8 papers, 1 papers with code
Robust Nonparametric Distribution Forecast with Backtest-based Bootstrap and Adaptive Residual Selection
Distribution forecast can quantify forecast uncertainty and provide various forecast scenarios with their corresponding estimated probabilities.
Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study
Large end-to-end neural open-domain chatbots are becoming increasingly popular.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+2
Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors
Speech-based virtual assistants, such as Amazon Alexa, Google assistant, and Apple Siri, typically convert users' audio signals to text data through automatic speech recognition (ASR) and feed the text to downstream dialog models for natural language understanding and response generation.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+4
High dimensional precision medicine from patient-derived xenografts
PDX data are characterized by correlated outcomes, a high-dimensional feature space, and a large number of treatments.
Investigation of Error Simulation Techniques for Learning Dialog Policies for Conversational Error Recovery
Training dialog policies for speech-based virtual assistants requires a plethora of conversational data.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
Domain-Independent turn-level Dialogue Quality Evaluation via User Satisfaction Estimation
An automated metric to evaluate dialogue quality is vital for optimizing data driven dialogue management.
Sex Trafficking Detection with Ordinal Regression Neural Networks
Sex trafficking is a global epidemic.
Sufficient Markov Decision Processes with Alternating Deep Neural Networks
Advances in mobile computing technologies have made it possible to monitor and apply data-driven interventions across complex systems in real time.
