Transformers

Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021 Understanding Robustness of Transformers for Image Classification ICCV 2021 UniDoc: Unified Pretraining Framework for Document Understanding NeurIPS 2021 UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost NAACL 2021 Unified Autoregressive Modeling for Joint End-to-End Multi-Talker Overlapped Speech Recognition and Speaker Attribute Estimation Interspeech 2021 Unimodal and Crossmodal Refinement Network for Multimodal Sequence Fusion EMNLP 2021 UniT: Multimodal Multitask Learning With a Unified Transformer ICCV 2021 Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021 Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy EMNLP 2021 Unleash GPT-2 Power for Event Detection ACL 2021 Unsupervised Brain Anomaly Detection and Segmentation with Transformers MIDL 2021 Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection NAACL 2021 Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021 Unsupervised Translation of German–Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language EMNLP 2021 UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. SemEval 2021 UOR at SemEval-2021 Task 12: On Crowd Annotations; Learning with Disagreements to optimise crowd truth SemEval 2021 UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction SemEval 2021 UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense SemEval 2021 UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers CVPR 2021 UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers ICLR 2021 Uppsala NLP at SemEval-2021 Task 2: Multilingual Language Models for Fine-tuning and Feature Extraction in Word-in-Context Disambiguation SemEval 2021 Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer’s Dementia Detection Through Spontaneous Speech Interspeech 2021 UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more Attention EACL 2021 VAD-Free Streaming Hybrid CTC/Attention ASR for Unsegmented Recording Interspeech 2021 Value-aware Approximate Attention EMNLP 2021