Embedding Learning

Sound-Word2Vec: Learning Word Representations Grounded in Sounds EMNLP 2017 Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short EMNLP 2017 Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation Interspeech 2017 Structured Embedding Models for Grouped Data NeurIPS 2017 Synthesising isiZulu-English Code-Switch Bigrams Using Word Embeddings Interspeech 2017 The Language of Place: Semantic Value from Geospatial Context EACL 2017 The strange geometry of skip-gram with negative sampling EMNLP 2017 The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings NeurIPS 2017 Tied Hidden Factors in Neural Networks for End-to-End Speaker Recognition Interspeech 2017 Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings Interspeech 2017 Towards Lower Bounds on Number of Dimensions for Word Embeddings IJCNLP 2017 Training Word Sense Embeddings With Lexicon-based Regularization IJCNLP 2017 Transductive Non-linear Learning for Chinese Hypernym Prediction ACL 2017 Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion IJCNLP 2017 Turn-Taking Estimation Model Based on Joint Embedding of Lexical and Prosodic Contents Interspeech 2017 Unified Embedding and Metric Learning for Zero-Exemplar Event Detection CVPR 2017 URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors EACL 2017 User Profile Preserving Social Network Embedding IJCAI 2017 Using the Output Embedding to Improve Language Models EACL 2017 Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images CVPR 2017 Watset: Automatic Induction of Synsets from a Graph of Synonyms ACL 2017 What Can You Do with a Rock? Affordance Extraction via Word Embeddings IJCAI 2017 What Does the Speaker Embedding Encode? Interspeech 2017 Word-Context Character Embeddings for Chinese Word Segmentation EMNLP 2017 Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding EMNLP 2017