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Deep Learning

1397 directly classified papers

Papers per year

Papers

Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction EMNLP 2020
Scaling Systematic Literature Reviews with Machine Learning Pipelines EMNLP 2020
Knowing Right from Wrong: Should We Use More Complex Models for Automatic Short-Answer Scoring in Bahasa Indonesia? EMNLP 2020
May I Ask Who’s Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance EMNLP 2020
The AFRL WMT20 News Translation Systems EMNLP 2020
Deep Embedded Non-Redundant Clustering AAAI 2020
New Interpretations of Normalization Methods in Deep Learning AAAI 2020
Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks AAAI 2020
Regional Tree Regularization for Interpretability in Deep Neural Networks AAAI 2020
CASIE: Extracting Cybersecurity Event Information from Text AAAI 2020
Integrating Deep Learning with Logic Fusion for Information Extraction AAAI 2020
Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data AAAI 2020
Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation AAAI 2020
Continuous Multiagent Control Using Collective Behavior Entropy for Large-Scale Home Energy Management AAAI 2020
Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach AAAI 2020
Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection AAAI 2020
Deep Neural Network Approximated Dynamic Programming for Combinatorial Optimization AAAI 2020
Efficient Verification of ReLU-Based Neural Networks via Dependency Analysis AAAI 2020
Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View AAAI 2020
System Identification with Time-Aware Neural Sequence Models AAAI 2020
Invariant Representations through Adversarial Forgetting AAAI 2020
On Warm-Starting Neural Network Training NIPS 2020
Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes AAAI 2020
Arabic Dialect Identification Using BERT Fine-Tuning COLING 2020
The QMUL/HRBDT contribution to the NADI Arabic Dialect Identification Shared Task COLING 2020