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Transformers

1,816 papers

Papers per year

Papers

Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion AAAI 2023
Molformer: Motif-Based Transformer on 3D Heterogeneous Molecular Graphs AAAI 2023
CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023
Trafformer: Unify Time and Space in Traffic Prediction AAAI 2023
Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem AAAI 2023
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain AAAI 2023
GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer AAAI 2023
Compressing Transformers: Features Are Low-Rank, but Weights Are Not! AAAI 2023
Are Transformers Effective for Time Series Forecasting? AAAI 2023
Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023
SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification AAAI 2023
RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer AAAI 2023
A Question-Answering Approach to Key Value Pair Extraction from Form-Like Document Images AAAI 2023
Hierarchical Text Classification as Sub-hierarchy Sequence Generation AAAI 2023
TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models AAAI 2023
WIERT: Web Information Extraction via Render Tree AAAI 2023
AMOM: Adaptive Masking over Masking for Conditional Masked Language Model AAAI 2023
AirFormer: Predicting Nationwide Air Quality in China with Transformers AAAI 2023
Carburacy: Summarization Models Tuning and Comparison in Eco-Sustainable Regimes with a Novel Carbon-Aware Accuracy AAAI 2023
CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models AAAI 2023
Binary and Ternary Natural Language Generation ACL 2023
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023
TableVLM: Multi-modal Pre-training for Table Structure Recognition ACL 2023
Dynamic Routing Transformer Network for Multimodal Sarcasm Detection ACL 2023