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Deep Learning

1752 directly classified papers

Papers per year

Papers

Probabilistic Forecasting with Spline Quantile Function RNNs AISTATS 2019
Calibrating Deep Convolutional Gaussian Processes AISTATS 2019
Learning One-hidden-layer ReLU Networks via Gradient Descent AISTATS 2019
Training a Spiking Neural Network with Equilibrium Propagation AISTATS 2019
EGG: a toolkit for research on Emergence of lanGuage in Games IJCNLP 2019
Restoring ancient text using deep learning: a case study on Greek epigraphy IJCNLP 2019
A deep-learning framework to detect sarcasm targets IJCNLP 2019
Efficient Convolutional Neural Networks for Diacritic Restoration IJCNLP 2019
SymantoResearch at SemEval-2019 Task 3: Combined Neural Models for Emotion Classification in Human-Chatbot Conversations SEMEVAL 2019
Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media ACL 2019
MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter ACL 2019
Reference Network for Neural Machine Translation ACL 2019
Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ACL 2019
STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework ACL 2019
Look Harder: A Neural Machine Translation Model with Hard Attention ACL 2019
Robust Neural Machine Translation with Joint Textual and Phonetic Embedding ACL 2019
Training Neural Machine Translation to Apply Terminology Constraints ACL 2019
Unraveling Antonym’s Word Vectors through a Siamese-like Network ACL 2019
Neural Legal Judgment Prediction in English ACL 2019
Bridging the Gap between Training and Inference for Neural Machine Translation ACL 2019
Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization ACL 2019
Cross-domain and Cross-lingual Abusive Language Detection: A Hybrid Approach with Deep Learning and a Multilingual Lexicon ACL 2019
Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing ACL 2019
Predicting Historical Phonetic Features using Deep Neural Networks: A Case Study of the Phonetic System of Proto-Indo-European ACL 2019
Assessing Arabic Weblog Credibility via Deep Co-learning ACL 2019