Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks

In this work, we place ourselves in the scope of a live chat customer service in which we want to detect emotions and their evolution in the conversation flow. This context leads to multiple challenges [...]

Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories

In this paper, we place ourselves in a classification scenario in which the target classes and data type are not accessible during training. We use a meta-learning approach to [...]

On the Use of Dependencies in Relation Classification of Text with Deep Learning

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