Tags: Self-Attention BlogAn Introduction to Attentive Statistics PoolingAttentive Statistics Pooling is proposed in paper: Attentive Statistics Pooling for Deep Speaker Embedding. In this article, we will introduce it for beginners.1years ago (2022-08-22)View 26commentBlogUnderstanding Relation Attention Network in Few-Shot LearningRelation attention network is proposed in paper: Learning to Compare: Relation Network for Few-Shot Learning. In this article, we will introduce it.1years ago (2022-08-15)View 23commentBlogAn Introduction Reverse Attention in Text Style Transfer TaskIn this article, we will introduce what is reverse attention and how to use it in text style transfer task.2years ago (2022-05-31)View 18commentBlogComputing Self-Attention with Relative Position RepresentationsIn this article, we will introduce how to computing self-attention with relative position representations in deep learning.2years ago (2022-03-17)View 31commentBlogAn Introduction to Topic Attention in Deep LearningTopic attention is proposed in paper Aspect Category Detection via Topic-Attention Network, it can incorporate topic information in self-attention mechanism.2years ago (2022-02-26)View 25commentBlogComputing Coefficient Between Aspect Words and Opinion Words in a SentenceThe heart of Aspect-based Sentiment Analysis (ABSA) task is how to connect aspects with their respective opinion words effectively. In order to get their connection,...2years ago (2022-02-21)View 21commentBlogHow to Incorporate External Knowledge in Recurrent Neural Networks (RNNs) for Text ClassificationIn this article, we will introduce three methods to incorporate external knowledge in recurrent neural networks (RNNs) for text classification.2years ago (2022-01-28)View 22commentBlogLimitations of Attention Mechanism in Text ClassificationAttention mechanism is widely used in deep learning. It has been proved that it can improve the performance of deep learning model.2years ago (2022-01-18)View 25commentBlogUnderstand Multi-channel Features for Sentiment ClassificationThere are a lot of linguistic knowledge and sentiment resources nowadays. For example: sentiment lexicons. We can add these resources to improve sentiment classification.2years ago (2021-12-28)View 27commentBlogUnderstanding Embedding Attention in Deep LearningEmbedding attention is proposed in paper: Lexicon Integrated CNN Models with Attention for Sentiment Analysis. In this note, we will introduce it.2years ago (2021-12-21)View 22comment Load More
