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self-attention mechanism

350 papers

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Also known as

MHSA SACC CSA SA SAM

Co-occurring keywords

transformer architecture (1555) vision transformer (1091) attention mechanism (3975) transformer model (1988) neural network (6616) representation learning (6174) text classification (6776) graph neural network (3945) neural network optimization (1293) computational efficiency (358)

Papers

Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text ACL 2019
Multi-grained Named Entity Recognition ACL 2019
Self-Attention Architectures for Answer-Agnostic Neural Question Generation ACL 2019
Answering questions by learning to rank - Learning to rank by answering questions IJCNLP 2019
UBC-NLP at SemEval-2019 Task 4: Hyperpartisan News Detection With Attention-Based Bi-LSTMs SEMEVAL 2019
Multi-Stride Self-Attention for Speech Recognition INTERSPEECH 2019
Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification ICCV 2019
A Gated Self-attention Memory Network for Answer Selection IJCNLP 2019
Phonetically-Aware Embeddings, Wide Residual Networks with Time-Delay Neural Networks and Self Attention Models for the 2018 NIST Speaker Recognition Evaluation INTERSPEECH 2019
Deep Session Interest Network for Click-Through Rate Prediction IJCAI 2019
Localizing Unseen Activities in Video via Image Query IJCAI 2019
Fast Derivation of Cross-lingual Document Vectors from Self-attentive Neural Machine Translation Model INTERSPEECH 2018
Deep Attentive Sentence Ordering Network EMNLP 2018
NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification EMNLP 2018
Obligation and Prohibition Extraction Using Hierarchical RNNs ACL 2018
Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction EMNLP 2018
Extracting Syntactic Trees from Transformer Encoder Self-Attentions EMNLP 2018
Hierarchical Neural Story Generation ACL 2018
Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
Hierarchical Convolutional Attention Networks for Text Classification ACL 2018
Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data EMNLP 2018
Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism EMNLP 2018
A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding EMNLP 2018
Zero Pronoun Resolution with Attention-based Neural Network COLING 2018
NTUA-SLP at SemEval-2018 Task 3: Tracking Ironic Tweets using Ensembles of Word and Character Level Attentive RNNs SEMEVAL 2018