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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
Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching
EMNLP 2019
Enhancing Neural Data-To-Text Generation Models with External Background Knowledge
EMNLP 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization
EMNLP 2019
Let’s Ask Again: Refine Network for Automatic Question Generation
EMNLP 2019
Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention Networks
EMNLP 2019
Fine-tune BERT with Sparse Self-Attention Mechanism
EMNLP 2019
PaLM: A Hybrid Parser and Language Model
EMNLP 2019
Broad-Coverage Semantic Parsing as Transduction
EMNLP 2019
Improving Distantly-Supervised Relation Extraction with Joint Label Embedding
EMNLP 2019
Hierarchically-Refined Label Attention Network for Sequence Labeling
EMNLP 2019
Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel
EMNLP 2019
Neural News Recommendation with Heterogeneous User Behavior
EMNLP 2019
Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph
EMNLP 2019
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation
EMNLP 2019
Capsule Network with Interactive Attention for Aspect-Level Sentiment Classification
EMNLP 2019
Rethinking Attribute Representation and Injection for Sentiment Classification
EMNLP 2019
Context-aware Interactive Attention for Multi-modal Sentiment and Emotion Analysis
EMNLP 2019
A Gated Self-attention Memory Network for Answer Selection
EMNLP 2019
An Attentive Fine-Grained Entity Typing Model with Latent Type Representation
EMNLP 2019
A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis
EMNLP 2019
Neural News Recommendation with Multi-Head Self-Attention
EMNLP 2019
RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation
EMNLP 2019
NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection
EMNLP 2019
Context-Aware Neural Machine Translation Decoding
EMNLP 2019
Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health
EMNLP 2019
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