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attention mechanism

4001 papers

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Also known as

AM ATTENTION

Co-occurring keywords

neural network (6616) convolutional neural network (4226) multimodal learning (4645) transformer architecture (1560) graph neural network (3962) recurrent neural network (1790) text classification (6793) representation learning (6206) large language model (13587) neural machine translation (2310)

Papers

SAU-Net: Efficient 3D Spine MRI Segmentation Using Inter-Slice Attention MIDL 2020
Priority U-Net: Detection of Punctuate White Matter Lesions in Preterm Neonate in 3D Cranial Ultrasonography MIDL 2020
Polar Relative Positional Encoding for Video-Language Segmentation IJCAI 2020
On the Computational Power of Transformers and Its Implications in Sequence Modeling CONLL 2020
Sonal.kumari at SemEval-2020 Task 12: Social Media Multilingual Offensive Text Identification and Categorization Using Neural Network Models SEMEVAL 2020
A Multiscale Visualization of Attention in the Transformer Model ACL 2019
Attention over Heads: A Multi-Hop Attention for Neural Machine Translation ACL 2019
Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions ACL 2019
Improving Textual Network Embedding with Global Attention via Optimal Transport ACL 2019
Interpretable Neural Predictions with Differentiable Binary Variables ACL 2019
A Working Memory Model for Task-oriented Dialog Response Generation ACL 2019
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future ACL 2019
ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification ACL 2019
Neural News Recommendation with Topic-Aware News Representation ACL 2019
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs ACL 2019
IT–IST at the SIGMORPHON 2019 Shared Task: Sparse Two-headed Models for Inflection ACL 2019
An End-to-End Audio Classification System Based on Raw Waveforms and Mix-Training Strategy INTERSPEECH 2019
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions EMNLP 2019
Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts NAACL 2019
Improving Evidence Detection by Leveraging Warrants EMNLP 2019
Discriminative Feature Learning for Unsupervised Video Summarization AAAI 2019
A Saliency-Based Attention LSTM Model for Cognitive Load Classification from Speech INTERSPEECH 2019
Attending to Future Tokens for Bidirectional Sequence Generation EMNLP 2019
Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification EMNLP 2019
Adaptively Sparse Transformers EMNLP 2019