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03/02/2023
QAID: Question Answering Inspired Few-shot Intent Detection
Intent detection with semantically similar fine-grained intents is a cha...
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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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11/04/2022
Emergent Quantized Communication
The field of emergent communication aims to understand the characteristi...
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10/21/2022
Exploration of the Usage of Color Terms by Color-blind Participants in Online Discussion Platforms
Prominent questions about the role of sensory vs. linguistic input in th...
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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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02/21/2022
A new data augmentation method for intent classification enhancement and its application on spoken conversation datasets
Intent classifiers are vital to the successful operation of virtual agen...
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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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11/08/2019
Not Enough Data? Deep Learning to the Rescue!
Based on recent advances in natural language modeling and those in text ...
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01/13/2019
Neural network gradient-based learning of black-box function interfaces
Deep neural networks work well at approximating complicated functions wh...
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04/24/2018