Deep Learning

Adversarial Training for Multi-task and Multi-lingual Joint Modeling of Utterance Intent Classification EMNLP 2018 Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism EMNLP 2018 A Face-to-Face Neural Conversation Model CVPR 2018 A Fast, Compact, Accurate Model for Language Identification of Codemixed Text EMNLP 2018 AffecThor at SemEval-2018 Task 1: A cross-linguistic approach to sentiment intensity quantification in tweets SemEval 2018 A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines ACL 2018 A flexible model for training action localization with varying levels of supervision NeurIPS 2018 A Framework for Developing and Evaluating Word Embeddings of Drug-named Entity ACL 2018 A Framework for Understanding the Role of Morphology in Universal Dependency Parsing EMNLP 2018 Age Estimation Using Expectation of Label Distribution Learning IJCAI 2018 A General Method for Amortizing Variational Filtering NeurIPS 2018 A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR 2018 A Genetic Programming Approach to Designing Convolutional Neural Network Architectures IJCAI 2018 A Genre-Aware Attention Model to Improve the Likability Prediction of Books EMNLP 2018 Aggression Detection in Social Media using Deep Neural Networks COLING 2018 Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling COLING 2018 Aggression Detection on Social Media Text Using Deep Neural Networks EMNLP 2018 Aggression Identification and Multi Lingual Word Embeddings COLING 2018 Aggression Identification Using Deep Learning and Data Augmentation COLING 2018 Agile Autonomous Driving using End-to-End Deep Imitation Learning RSS 2018 A Helping Hand: Transfer Learning for Deep Sentiment Analysis ACL 2018 A Hierarchical Generative Model for Eye Image Synthesis and Eye Gaze Estimation CVPR 2018 A Hierarchical Latent Structure for Variational Conversation Modeling NAACL 2018 A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music ICML 2018 A Hierarchical Model for Device Placement ICLR 2018