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05/28/2023
Reliable and Interpretable Drift Detection in Streams of Short Texts
Data drift is the change in model input data that is one of the key fact...
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11/29/2022
Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora
The ability to compare the semantic similarity between text corpora is i...
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06/22/2022
Understanding the Properties of Generated Corpora
Models for text generation have become focal for many research tasks and...
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04/27/2022
High-quality Conversational Systems
Conversational systems or chatbots are an example of AI-Infused Applicat...
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04/11/2022
Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems
The rapidly growing market demand for dialogue agents capable of goal-or...
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12/22/2021
Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights Generation
Testing Machine Learning (ML) models and AI-Infused Applications (AIIAs)...
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10/24/2021
Improved Goal Oriented Dialogue via Utterance Generation and Look Ahead
Goal oriented dialogue systems have become a prominent customer-care int...
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10/12/2021
We've had this conversation before: A Novel Approach to Measuring Dialog Similarity
Dialog is a core building block of human natural language interactions. ...
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11/08/2019