Representation Learning

SEF@UHH at SemEval-2017 Task 1: Unsupervised Knowledge-Free Semantic Textual Similarity via Paragraph Vector SemEval 2017 Segmentation-Free Word Embedding for Unsegmented Languages EMNLP 2017 Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model CVPR 2017 Self-paced Compensatory Deep Boltzmann Machine for Semi-Structured Document Embedding IJCAI 2017 Semantic Autoencoder for Zero-Shot Learning CVPR 2017 Semantic Document Distance Measures and Unsupervised Document Revision Detection IJCNLP 2017 Semantic Features Based on Word Alignments for Estimating Quality of Text Simplification IJCNLP 2017 Semantic Image Inpainting With Deep Generative Models CVPR 2017 Semantic Role Labeling EMNLP 2017 SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity SemEval 2017 SemEval-2017 Task 9: Abstract Meaning Representation Parsing and Generation SemEval 2017 Semi-Supervised Learning for Surface EMG-based Gesture Recognition IJCAI 2017 Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks IJCAI 2017 Semi-supervised Orthogonal Graph Embedding with Recursive Projections IJCAI 2017 Sentiment Intensity Ranking among Adjectives Using Sentiment Bearing Word Embeddings EMNLP 2017 Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision EMNLP 2017 Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association EMNLP 2017 Sequence Modeling via Segmentations ICML 2017 Sequence to Better Sequence: Continuous Revision of Combinatorial Structures ICML 2017 Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks IJCAI 2017 Sew-Embed at SemEval-2017 Task 2: Language-Independent Concept Representations from a Semantically Enriched Wikipedia SemEval 2017 Should Neural Network Architecture Reflect Linguistic Structure? CoNLL 2017 Siamese Autoencoders for Speech Style Extraction and Switching Applied to Voice Identification and Conversion Interspeech 2017 Simple strategies for recovering inner products from coarsely quantized random projections NeurIPS 2017 Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation ICML 2017