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Deep Learning
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Techniques
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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
Look Harder: A Neural Machine Translation Model with Hard Attention
ACL 2019
Interpretable Neural Predictions with Differentiable Binary Variables
ACL 2019
A Working Memory Model for Task-oriented Dialog Response Generation
ACL 2019
Token-level Dynamic Self-Attention Network for Multi-Passage Reading Comprehension
ACL 2019
Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text
ACL 2019
Neural Machine Translation with Reordering Embeddings
ACL 2019
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings
ACL 2019
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future
ACL 2019
Monotonic Infinite Lookback Attention for Simultaneous Machine Translation
ACL 2019
Neural News Recommendation with Topic-Aware News Representation
ACL 2019
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs
ACL 2019
Attention Guided Graph Convolutional Networks for Relation Extraction
ACL 2019
Reliability-aware Dynamic Feature Composition for Name Tagging
ACL 2019
Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention
ACL 2019
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation
CVPR 2018
Attentional ShapeContextNet for Point Cloud Recognition
CVPR 2018
Progressive Attention Guided Recurrent Network for Salient Object Detection
CVPR 2018
Surprisingly Easy Hard-Attention for Sequence to Sequence Learning
EMNLP 2018
Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates
EMNLP 2018
S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information
EMNLP 2018
Effective Use of Context in Noisy Entity Linking
EMNLP 2018
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation
EMNLP 2018
Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms
EMNLP 2018
Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention
EMNLP 2018
Structured Alignment Networks for Matching Sentences
EMNLP 2018
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