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05/19/2023
Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment
Recently, speech-text pre-training methods have shown remarkable success...
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02/23/2023
Empathetic Response Generation via Emotion Cause Transition Graph
Empathetic dialogue is a human-like behavior that requires the perceptio...
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11/21/2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
Multimodal sentiment analysis (MSA) and emotion recognition in conversat...
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06/02/2022
Multi-View Active Fine-Grained Recognition
As fine-grained visual classification (FGVC) being developed for decades...
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05/30/2022
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems
In this paper, we present Duplex Conversation, a multi-turn, multimodal ...
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12/18/2020
Deep Open Intent Classification with Adaptive Decision Boundary
Open intent classification is a challenging task in dialogue system. On ...
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12/16/2020
Discovering New Intents with Deep Aligned Clustering
Discovering new intents is a crucial task in a dialogue system. Most exi...
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03/07/2020
A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network Classifier
With the maturity and popularity of dialogue systems, detecting user's u...
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11/20/2019
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement
Identifying new user intents is an essential task in the dialogue system...
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06/02/2019