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Transformers

9294 directly classified papers

Papers per year

Papers

Sequence-to-Sequence Learning via Attention Transfer for Incremental Speech Recognition INTERSPEECH 2019
An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss AAAI 2019
Cross-Attention End-to-End ASR for Two-Party Conversations INTERSPEECH 2019
An Online Attention-Based Model for Speech Recognition INTERSPEECH 2019
Improving Transformer-Based Speech Recognition Systems with Compressed Structure and Speech Attributes Augmentation INTERSPEECH 2019
Question Answering Using Hierarchical Attention on Top of BERT Features EMNLP 2019
Very Deep Self-Attention Networks for End-to-End Speech Recognition INTERSPEECH 2019
A Comparison of Deep Learning Methods for Language Understanding INTERSPEECH 2019
Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning INTERSPEECH 2019
Deep Bidirectional Transformers for Relation Extraction without Supervision EMNLP 2019
Relation Extraction among Multiple Entities Using a Dual Pointer Network with a Multi-Head Attention Mechanism EMNLP 2019
Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention EMNLP 2019
Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module AAAI 2019
Improving Neural Question Generation Using Answer Separation AAAI 2019
Self-Attention with Structural Position Representations EMNLP 2019
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons EMNLP 2019
Recurrent Positional Embedding for Neural Machine Translation EMNLP 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation EMNLP 2019
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations EMNLP 2019
BLSTM-CRF Based End-to-End Prosodic Boundary Prediction with Context Sensitive Embeddings in a Text-to-Speech Front-End INTERSPEECH 2018
Temporal Transformer Networks for Acoustic Scene Classification INTERSPEECH 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
CUNI System for the WMT18 Multimodal Translation Task EMNLP 2018