Embedding Learning

Understanding the Source of Semantic Regularities in Word Embeddings CoNLL 2020 Universal Embeddings for Spatio-Temporal Tagging of Self-Driving Logs CoRL 2020 Universal Latent Space Model Fitting for Large Networks with Edge Covariates JMLR 2020 Unsupervised Attributed Multiplex Network Embedding AAAI 2020 Unsupervised Image Style Embeddings for Retrieval and Recognition Tasks WACV 2020 Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models NeurIPS 2020 Unsupervised Learning From Video With Deep Neural Embeddings CVPR 2020 Unsupervised Methods for Evaluating Speech Representations Interspeech 2020 Unsupervised Training of Siamese Networks for Speaker Verification Interspeech 2020 Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding AAAI 2020 User-Dependent Neural Sequence Models for Continuous-Time Event Data NeurIPS 2020 User Modeling with Click Preference and Reading Satisfaction for News Recommendation IJCAI 2020 UZH at SemEval-2020 Task 3: Combining BERT with WordNet Sense Embeddings to Predict Graded Word Similarity Changes SemEval 2020 Vec2Sent: Probing Sentence Embeddings with Natural Language Generation COLING 2020 Vector-Based Attentive Pooling for Text-Independent Speaker Verification Interspeech 2020 Vector-Quantized Autoregressive Predictive Coding Interspeech 2020 ViBE: Dressing for Diverse Body Shapes CVPR 2020 Visual Grounding in Video for Unsupervised Word Translation CVPR 2020 Wav2Spk: A Simple DNN Architecture for Learning Speaker Embeddings from Waveforms Interspeech 2020 Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse Relations EMNLP 2020 What relations are reliably embeddable in Euclidean space? ALT 2020 When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? ACL 2020 When is a bishop not like a rook? When it’s like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationships CoNLL 2020 Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries ACL 2020 Why We Go Where We Go: Profiling User Decisions on Choosing POIs IJCAI 2020