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Deep Learning

1752 directly classified papers

Papers per year

Papers

Sequence to Sequence Learning for Query Expansion AAAI 2019
Deep Equilibrium Models NIPS 2019
Time/Accuracy Tradeoffs for Learning a ReLU with respect to Gaussian Marginals NIPS 2019
Data Cleansing for Models Trained with SGD NIPS 2019
End-to-End Learning on 3D Protein Structure for Interface Prediction NIPS 2019
AutoAssist: A Framework to Accelerate Training of Deep Neural Networks NIPS 2019
This Looks Like That: Deep Learning for Interpretable Image Recognition NIPS 2019
Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning NIPS 2019
Deep Learning without Weight Transport NIPS 2019
A Mobile Application for Sound Event Detection IJCAI 2019
Event Prediction in Complex Social Graphs using One-Dimensional Convolutional Neural Network IJCAI 2019
NLP@UNED at SMM4H 2019: Neural Networks Applied to Automatic Classifications of Adverse Effects Mentions in Tweets ACL 2019
Deep Learning for Identification of Adverse Effect Mentions In Twitter Data ACL 2019
Adverse Drug Effect and Personalized Health Mentions, CLaC at SMM4H 2019, Tasks 1 and 4 ACL 2019
Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention ACL 2019
Is Word Segmentation Necessary for Deep Learning of Chinese Representations? ACL 2019
End-to-End Sequential Metaphor Identification Inspired by Linguistic Theories ACL 2019
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity ACL 2019
Morphological Irregularity Correlates with Frequency ACL 2019
Erroneous data generation for Grammatical Error Correction ACL 2019
Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes ACL 2019
REflex: Flexible Framework for Relation Extraction in Multiple Domains ACL 2019
Deep Contextualized Biomedical Abbreviation Expansion ACL 2019
Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations ACL 2019
Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection ACL 2019