Transformers

ProFormer: Towards On-Device LSH Projection Based Transformers EACL 2021 Progressive Transformer-Based Generation of Radiology Reports EMNLP 2021 Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention IJCAI 2021 ProTo: Program-Guided Transformer for Program-Guided Tasks NeurIPS 2021 Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features EMNLP 2021 Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords EMNLP 2021 PVG at WASSA 2021: A Multi-Input, Multi-Task, Transformer-Based Architecture for Empathy and Distress Prediction EACL 2021 Pyramid Point Cloud Transformer for Large-Scale Place Recognition ICCV 2021 Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions ICCV 2021 QEMind: Alibaba’s Submission to the WMT21 Quality Estimation Shared Task EMNLP 2021 QPIC: Query-Based Pairwise Human-Object Interaction Detection With Image-Wide Contextual Information CVPR 2021 Quality Estimation Using Dual Encoders with Transfer Learning EMNLP 2021 R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling ACL 2021 Random Feature Attention ICLR 2021 Randomized Deep Structured Prediction for Discourse-Level Processing EACL 2021 Rapid Speaker Adaptation for Conformer Transducer: Attention and Bias Are All You Need Interspeech 2021 RareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative Claims AAAI 2021 Raw Waveform Encoder with Multi-Scale Globally Attentive Locally Recurrent Networks for End-to-End Speech Recognition Interspeech 2021 Read and Attend: Temporal Localisation in Sign Language Videos CVPR 2021 Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines MLHC 2021 Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition CVPR 2021 ReadTwice: Reading Very Large Documents with Memories NAACL 2021 REBEL: Relation Extraction By End-to-end Language generation EMNLP 2021 Recurrent Attention for Neural Machine Translation EMNLP 2021 Recurrent Attention for the Transformer EMNLP 2021