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Deep Learning
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Attention
1084 directly classified papers
Papers per year
2010: 1
2014: 3
2015: 3
2016: 14
2017: 59
2018: 115
2019: 202
2020: 187
2021: 150
2022: 99
2023: 83
2024: 90
2025: 78
Papers
CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG
AAAI 2021
Uncertainty-Aware Machine Translation Evaluation
EMNLP 2021
Error Identification for Machine Translation with Metric Embedding and Attention
EMNLP 2021
CNNBiF: CNN-based Bigram Features for Named Entity Recognition
EMNLP 2021
KAN: Knowledge-aware Attention Network for Fake News Detection
AAAI 2021
Grounded Graph Decoding improves Compositional Generalization in Question Answering
EMNLP 2021
Value-aware Approximate Attention
EMNLP 2021
Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks
AAAI 2021
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions
EMNLP 2021
Grouped-Attention for Content-Selection and Content-Plan Generation
EMNLP 2021
SPECTRA: Sparse Structured Text Rationalization
EMNLP 2021
Sparse Attention with Linear Units
EMNLP 2021
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation
EMNLP 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph
EMNLP 2021
Incorporating Residual and Normalization Layers into Analysis of Masked Language Models
EMNLP 2021
Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding
EMNLP 2021
Attention-based Contrastive Learning for Winograd Schemas
EMNLP 2021
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization
EMNLP 2021
Artificial Text Detection via Examining the Topology of Attention Maps
EMNLP 2021
Patch-Wise Attention Network for Monocular Depth Estimation
AAAI 2021
Neural Attention-Aware Hierarchical Topic Model
EMNLP 2021
AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions
EMNLP 2021
DANCE: A Deep Attentive Contour Model for Efficient Instance Segmentation
WACV 2021
Dynamic Head: Unifying Object Detection Heads With Attentions
CVPR 2021
Encoder Fusion Network With Co-Attention Embedding for Referring Image Segmentation
CVPR 2021
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