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Transformers

9294 directly classified papers

Papers per year

Papers

Parallel Hierarchical Attention Networks with Shared Memory Reader for Multi-Stream Conversational Document Classification INTERSPEECH 2017
Exploring Different Dimensions of Attention for Uncertainty Detection EACL 2017
Efficient Attention using a Fixed-Size Memory Representation EMNLP 2017
Diversifying Neural Conversation Model with Maximal Marginal Relevance IJCNLP 2017
Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network IJCAI 2017
Local Monotonic Attention Mechanism for End-to-End Speech And Language Processing IJCNLP 2017
DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning IJCAI 2017
To Plan or not to Plan? Discourse Planning in Slot-Value Informed Sequence to Sequence Models for Language Generation INTERSPEECH 2017
The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing SEMEVAL 2017
Sequence to Sequence Modeling for User Simulation in Dialog Systems INTERSPEECH 2017
Experiments in Character-Level Neural Network Models for Punctuation INTERSPEECH 2017
Learning Scalable Deep Kernels with Recurrent Structure JMLR 2017
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model IJCNLP 2017
Accelerating Eulerian Fluid Simulation With Convolutional Networks ICML 2017
Image-to-Markup Generation with Coarse-to-Fine Attention ICML 2017
Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings INTERSPEECH 2017
Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification IJCNLP 2017
Video Question Answering via Hierarchical Spatio-Temporal Attention Networks IJCAI 2017
End-to-End Speech Recognition with Auditory Attention for Multi-Microphone Distance Speech Recognition INTERSPEECH 2017
A Regularized Framework for Sparse and Structured Neural Attention NIPS 2017
Selective Encoding for Abstractive Sentence Summarization ACL 2017
A Convolutional Encoder Model for Neural Machine Translation ACL 2017
Attention is All you Need NIPS 2017
Neural Machine Translation with Source-Side Latent Graph Parsing EMNLP 2017
Inverse Compositional Spatial Transformer Networks CVPR 2017