Representation Learning

Dynamic Network Model from Partial Observations NeurIPS 2018 DyNMF: Role Analytics in Dynamic Social Networks IJCAI 2018 Early Detection of Continuous and Partial Audio Events Using CNN Interspeech 2018 Early Text Classification Using Multi-Resolution Concept Representations NAACL 2018 ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection SemEval 2018 Effectiveness of Dynamic Features in INCA and Temporal Context-INCA Interspeech 2018 Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP 2018 Efficient and principled score estimation with Nyström kernel exponential families AISTATS 2018 Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms NeurIPS 2018 Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses NeurIPS 2018 Eigenoption Discovery through the Deep Successor Representation ICLR 2018 ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia SemEval 2018 Embedding Syntax and Semantics of Prepositions via Tensor Decomposition NAACL 2018 Embedding Text in Hyperbolic Spaces NAACL 2018 Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training EMNLP 2018 EmojiGAN: learning emojis distributions with a generative model EMNLP 2018 EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions EMNLP 2018 Encoder-Decoder Methods for Text Normalization COLING 2018 Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts NAACL 2018 Encoding Sentiment Information into Word Vectors for Sentiment Analysis COLING 2018 End-to-End Convolutional Semantic Embeddings CVPR 2018 End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching ACML 2018 End-to-End Learning of Task-Oriented Dialogs NAACL 2018 End-to-End Neural Entity Linking CoNLL 2018 End-to-End Recovery of Human Shape and Pose CVPR 2018