← Architectures
Deep Learning › Architectures ›

Transformers

9294 directly classified papers

Papers per year

Papers

Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ACL 2019
Convolutional Self-Attention Networks NAACL 2019
Deep Learning for Natural Language Inference NAACL 2019
Keyphrase Generation: A Text Summarization Struggle NAACL 2019
Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions NAACL 2019
Dynamic Past and Future for Neural Machine Translation IJCNLP 2019
Feature-level Deeper Self-Attention Network for Sequential Recommendation IJCAI 2019
A Review-Driven Neural Model for Sequential Recommendation IJCAI 2019
Dense Transformer Networks for Brain Electron Microscopy Image Segmentation IJCAI 2019
T-CVAE: Transformer-Based Conditioned Variational Autoencoder for Story Completion IJCAI 2019
Graph Based Translation Memory for Neural Machine Translation AAAI 2019
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection AAAI 2019
Beyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering AAAI 2019
Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features AAAI 2019
VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis AAAI 2019
Hierarchically-Refined Label Attention Network for Sequence Labeling IJCNLP 2019
Multi-Task Stance Detection with Sentiment and Stance Lexicons IJCNLP 2019
HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews AAAI 2019
Movie Plot Analysis via Turning Point Identification IJCNLP 2019
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited IJCNLP 2019
Prosodic Phrase Alignment for Machine Dubbing INTERSPEECH 2019
Language Modeling with Deep Transformers INTERSPEECH 2019
TAPAS: Train-Less Accuracy Predictor for Architecture Search AAAI 2019
Transformer Based Grapheme-to-Phoneme Conversion INTERSPEECH 2019
Speech Emotion Recognition in Dyadic Dialogues with Attentive Interaction Modeling INTERSPEECH 2019