Transformers

Learning Mutual Correlation in Multimodal Transformer for Speech Emotion Recognition Interspeech 2021 Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation ICML 2021 Learning Spatio-Temporal Transformer for Visual Tracking ICCV 2021 Learning to delegate for large-scale vehicle routing NeurIPS 2021 Learning to Elect NeurIPS 2021 Learning To Estimate Hidden Motions With Global Motion Aggregation ICCV 2021 Learning To Generate Scene Graph From Natural Language Supervision ICCV 2021 Learning to Generate Task-Specific Adapters from Task Description ACL 2021 Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking EMNLP 2021 Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision AAAI 2021 Learning to Truncate Ranked Lists for Information Retrieval AAAI 2021 Learn The Big Picture: Representation Learning for Clustering ACL 2021 Lesion-Aware Transformers for Diabetic Retinopathy Grading CVPR 2021 Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling CVPR 2021 Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder EMNLP 2021 Levenshtein Training for Word-level Quality Estimation EMNLP 2021 Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality NAACL 2021 Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation EMNLP 2021 LeViT: A Vision Transformer in ConvNet's Clothing for Faster Inference ICCV 2021 Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance AAAI 2021 LieTransformer: Equivariant Self-Attention for Lie Groups ICML 2021 LightSeq: A High Performance Inference Library for Transformers NAACL 2021 Lightweight Cross-Lingual Sentence Representation Learning ACL 2021 LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021 LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning ICML 2021