← Architectures
Deep Learning › Architectures ›

Transformers

9294 directly classified papers

Papers per year

Papers

CUNI System for the WMT19 Robustness Task ACL 2019
Humor Detection: A Transformer Gets the Last Laugh EMNLP 2019
Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing ACL 2019
DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis IJCAI 2019
Conditional GAN with Discriminative Filter Generation for Text-to-Video Synthesis IJCAI 2019
Hierarchical Self-Attention Network for Action Localization in Videos ICCV 2019
Attention on Attention for Image Captioning ICCV 2019
Human Mesh Recovery From Monocular Images via a Skeleton-Disentangled Representation ICCV 2019
An Empirical Study of Spatial Attention Mechanisms in Deep Networks ICCV 2019
VideoBERT: A Joint Model for Video and Language Representation Learning ICCV 2019
Joint Syntax Representation Learning and Visual Cue Translation for Video Captioning ICCV 2019
Entangled Transformer for Image Captioning ICCV 2019
Learning Deep Transformer Models for Machine Translation ACL 2019
Neural Machine Translation with Reordering Embeddings ACL 2019
Sparse Sequence-to-Sequence Models ACL 2019
Code-Switching Sentence Generation by Bert and Generative Adversarial Networks INTERSPEECH 2019
Joint Grapheme and Phoneme Embeddings for Contextual End-to-End ASR INTERSPEECH 2019
Multi-Stride Self-Attention for Speech Recognition INTERSPEECH 2019
Multi-Task Multi-Resolution Char-to-BPE Cross-Attention Decoder for End-to-End Speech Recognition INTERSPEECH 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings IJCNLP 2019
Character-Level Language Modeling with Deeper Self-Attention AAAI 2019
Topic-Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local Information IJCNLP 2019
Adapting Translation Models for Transcript Disfluency Detection AAAI 2019
Hierarchical Diffusion Attention Network IJCAI 2019
Self-attentive Biaffine Dependency Parsing IJCAI 2019