Representation Learning

Which Melbourne? Augmenting Geocoding with Maps ACL 2018 Who Feels What and Why? Annotation of a Literature Corpus with Semantic Roles of Emotions COLING 2018 Who Said That? a Comparative Study of Non-negative Matrix Factorization Techniques Interspeech 2018 Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination CVPR 2018 Why is unsupervised alignment of English embeddings from different algorithms so hard? EMNLP 2018 WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse EMNLP 2018 WLV at SemEval-2018 Task 3: Dissecting Tweets in Search of Irony SemEval 2018 Word Embeddings-Based Uncertainty Detection in Financial Disclosures ACL 2018 Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem NAACL 2018 Word Mover’s Embedding: From Word2Vec to Document Embedding EMNLP 2018 Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings EMNLP 2018 Words Worth: Verbal Content and Hirability Impressions in YouTube Video Resumes EMNLP 2018 Word-word Relations in Dementia and Typical Aging COLING 2018 Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder IJCAI 2018 3D Face Morphable Models "In-The-Wild" CVPR 2017 3DMatch: Learning Local Geometric Descriptors From RGB-D Reconstructions CVPR 2017 3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder CVPR 2017 Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks ACL 2017 A* CCG Parsing with a Supertag and Dependency Factored Model ACL 2017 A Computational Study on Word Meanings and Their Distributed Representations via Polymodal Embedding IJCNLP 2017 A Convolutional Encoder Model for Neural Machine Translation ACL 2017 Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis Interspeech 2017 ActionVLAD: Learning Spatio-Temporal Aggregation for Action Classification CVPR 2017 Active Exploration for Learning Symbolic Representations NeurIPS 2017 Adapting Deep Network Features to Capture Psychological Representations: An Abridged Report IJCAI 2017