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Deep Learning

1397 directly classified papers

Papers per year

Papers

An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals INTERSPEECH 2018
Reasoning with Sarcasm by Reading In-Between ACL 2018
Rumor Detection on Twitter with Tree-structured Recursive Neural Networks ACL 2018
Prediction Models for Risk of Type-2 Diabetes Using Health Claims ACL 2018
Marian: Fast Neural Machine Translation in C++ ACL 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018
Automatic Stance Detection Using End-to-End Memory Networks NAACL 2018
Learning to Round for Discrete Labeling Problems AISTATS 2018
Learning linear structural equation models in polynomial time and sample complexity AISTATS 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies NAACL 2018
Model-free, Model-based, and General Intelligence IJCAI 2018
Dropout Training, Data-dependent Regularization, and Generalization Bounds ICML 2018
Differentiable Submodular Maximization IJCAI 2018
Transfer Learning for Improving Speech Emotion Classification Accuracy INTERSPEECH 2018
A Hybrid Approach to Grapheme to Phoneme Conversion in Assamese INTERSPEECH 2018
Named Entity Recognition for Hindi-English Code-Mixed Social Media Text ACL 2018
Low-Resource Machine Transliteration Using Recurrent Neural Networks of Asian Languages ACL 2018
Comparative Analysis of Neural QA models on SQuAD ACL 2018
YNU-HPCC at SemEval-2018 Task 12: The Argument Reasoning Comprehension Task Using a Bi-directional LSTM with Attention Model SEMEVAL 2018
MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge SEMEVAL 2018
Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018
A Data Driven Approach to Predicting Rating Scores for New Restaurants ACML 2018
Causality Analysis of Twitter Sentiments and Stock Market Returns ACL 2018
Angular Softmax for Short-Duration Text-independent Speaker Verification INTERSPEECH 2018
Code-Mixed Question Answering Challenge: Crowd-sourcing Data and Techniques ACL 2018