Transformers

SwinBERT: End-to-End Transformers With Sparse Attention for Video Captioning CVPR 2022 SwinTextSpotter: Scene Text Spotting via Better Synergy Between Text Detection and Text Recognition CVPR 2022 SwinTrack: A Simple and Strong Baseline for Transformer Tracking NeurIPS 2022 Swin Transformer V2: Scaling Up Capacity and Resolution CVPR 2022 Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity JMLR 2022 SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser EMNLP 2022 Syntax-Aware Network for Handwritten Mathematical Expression Recognition CVPR 2022 Syntax-guided Localized Self-attention by Constituency Syntactic Distance EMNLP 2022 Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention NAACL 2022 SZLoc: A Multi-resolution Architecture for Automated Epileptic Seizure Localization from Scalp EEG MIDL 2022 TableFormer: Robust Transformer Modeling for Table-Text Encoding ACL 2022 TableFormer: Table Structure Understanding With Transformers CVPR 2022 Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks IJCAI 2022 Table-To-Text generation and pre-training with TabT5 EMNLP 2022 Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 EMNLP 2022 Taking Actions Separately: A Bidirectionally-Adaptive Transfer Learning Method for Low-Resource Neural Machine Translation COLING 2022 Taming Sparsely Activated Transformer with Stochastic Experts ICLR 2022 Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEs IJCAI 2022 TCS WITM 2022@FinSim4-ESG: Augmenting BERT with Linguistic and Semantic features for ESG data classification EMNLP 2022 TCTrack: Temporal Contexts for Aerial Tracking CVPR 2022 Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection NAACL 2022 Team DMG at CMCL 2022 Shared Task: Transformer Adapters for the Multi- and Cross-Lingual Prediction of Human Reading Behavior ACL 2022 Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality Detection ACL 2022 Team LRL_NC at SemEval-2022 Task 4: Binary and Multi-label Classification of PCL using Fine-tuned Transformer-based Models SemEval 2022 TeamOtter at SemEval-2022 Task 5: Detecting Misogynistic Content in Multimodal Memes SemEval 2022