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Transformers

10,338 papers

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Papers

Differentiated Attentive Representation Learning for Sentence Classification IJCAI 2018
BLSTM-CRF Based End-to-End Prosodic Boundary Prediction with Context Sensitive Embeddings in a Text-to-Speech Front-End INTERSPEECH 2018
End-To-End Audio Replay Attack Detection Using Deep Convolutional Networks with Attention INTERSPEECH 2018
Multi-Head Decoder for End-to-End Speech Recognition INTERSPEECH 2018
Deep Learning based Situated Goal-oriented Dialogue Systems INTERSPEECH 2018
Temporal Transformer Networks for Acoustic Scene Classification INTERSPEECH 2018
Monaural Multi-Talker Speech Recognition with Attention Mechanism and Gated Convolutional Networks INTERSPEECH 2018
Using Deep Neural Networks for Identification of Slavic Languages from Acoustic Signal INTERSPEECH 2018
An Investigation of Convolution Attention Based Models for Multilingual Speech Synthesis of Indian Languages INTERSPEECH 2018
Stream Attention for Distributed Multi-Microphone Speech Recognition INTERSPEECH 2018
Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification INTERSPEECH 2018
Robust Spoken Language Understanding via Paraphrasing INTERSPEECH 2018
Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
Self-Attentional Acoustic Models INTERSPEECH 2018
Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks MLHC 2018
Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018
Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine Translation NAACL 2018
A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation NAACL 2018
Entity Commonsense Representation for Neural Abstractive Summarization NAACL 2018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction NAACL 2018
Self-Attentive Residual Decoder for Neural Machine Translation NAACL 2018
Bootstrapping Generators from Noisy Data NAACL 2018
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization NAACL 2018
Deep Communicating Agents for Abstractive Summarization NAACL 2018
Generating Topic-Oriented Summaries Using Neural Attention NAACL 2018