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Model Architecture

4,351 papers

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Papers

PermuteFormer: Efficient Relative Position Encoding for Long Sequences EMNLP 2021
VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment EMNLP 2021
T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP EMNLP 2021
Self-Attention Graph Residual Convolutional Networks for Event Detection with dependency relations EMNLP 2021
Learning Hard Retrieval Decoder Attention for Transformers EMNLP 2021
An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving EMNLP 2021
Grouped-Attention for Content-Selection and Content-Plan Generation EMNLP 2021
A Neural Graph-based Local Coherence Model EMNLP 2021
Skim-Attention: Learning to Focus via Document Layout EMNLP 2021
LAMAD: A Linguistic Attentional Model for Arabic Text Diacritization EMNLP 2021
Graph-Based Decoding for Task Oriented Semantic Parsing EMNLP 2021
Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers EMNLP 2021
Multi-Layer Random Perturbation Training for improving Model Generalization Efficiently EMNLP 2021
Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport EMNLP 2021
Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing EMNLP 2021
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint EMNLP 2021
TUDa at WMT21: Sentence-Level Direct Assessment with Adapters EMNLP 2021
Pruning Neural Machine Translation for Speed Using Group Lasso EMNLP 2021
Differentiable Convolution Search for Point Cloud Processing ICCV 2021
R-MSFM: Recurrent Multi-Scale Feature Modulation for Monocular Depth Estimating ICCV 2021
Low Curvature Activations Reduce Overfitting in Adversarial Training ICCV 2021
LeViT: A Vision Transformer in ConvNet's Clothing for Faster Inference ICCV 2021
Spatially-Adaptive Image Restoration Using Distortion-Guided Networks ICCV 2021
Multi-Scale Matching Networks for Semantic Correspondence ICCV 2021
Improving Low-Precision Network Quantization via Bin Regularization ICCV 2021