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05/24/2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification
Intent classification (IC) plays an important role in task-oriented dial...
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02/16/2023
Conversation Style Transfer using Few-Shot Learning
Conventional text style transfer approaches for natural language focus o...
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12/20/2022
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs
Functionality and dialogue experience are two important factors of task-...
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07/22/2020
Semantics-Empowered Communication for Networked Intelligent Systems
Wireless connectivity has traditionally been regarded as a content-agnos...
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06/29/2020
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention
Transformers achieve remarkable performance in several tasks but due to ...
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02/09/2020
UAV Trajectory Optimization for Time Constrained Applications
Unmanned Aerial Vehicles (UAVs) are poised to revolutionize communicatio...
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06/16/2018
Joint Input-Label Embedding for Neural Text Classification
Neural text classification methods typically treat output classes as cat...
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01/06/2018
