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Transformers

9,294 papers

Papers per year

Papers

Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders AAAI 2021
ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces AAAI 2021
VMLoc: Variational Fusion For Learning-Based Multimodal Camera Localization AAAI 2021
Cross-Layer Distillation with Semantic Calibration AAAI 2021
Continuous-Time Attention for Sequential Learning AAAI 2021
Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences AAAI 2021
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021
Visual Concept Reasoning Networks AAAI 2021
ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques AAAI 2021
Modular Graph Transformer Networks for Multi-Label Image Classification AAAI 2021
Explicitly Modeled Attention Maps for Image Classification AAAI 2021
MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records AAAI 2021
Efficient Folded Attention for Medical Image Reconstruction and Segmentation AAAI 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting AAAI 2021
On the Verification of Neural ODEs with Stochastic Guarantees AAAI 2021
GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction AAAI 2021
Segatron: Segment-Aware Transformer for Language Modeling and Understanding AAAI 2021
Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision AAAI 2021
Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance AAAI 2021
Encoder-Decoder Based Unified Semantic Role Labeling with Label-Aware Syntax AAAI 2021
Paragraph-level Commonsense Transformers with Recurrent Memory AAAI 2021
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances AAAI 2021
Self-Attention Attribution: Interpreting Information Interactions Inside Transformer AAAI 2021
Learning Light-Weight Translation Models from Deep Transformer AAAI 2021
Improving the Efficiency and Effectiveness for BERT-based Entity Resolution AAAI 2021