Embedding Learning

Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia EMNLP 2020 Will_Go at SemEval-2020 Task 3: An Accurate Model for Predicting the (Graded) Effect of Context in Word Similarity Based on BERT SemEval 2020 Word associations and the distance properties of context-aware word embeddings CoNLL 2020 Word Embedding Binarization with Semantic Information Preservation COLING 2020 Word Embeddings as Tuples of Feature Probabilities ACL 2020 x-Vectors Meet Adversarial Attacks: Benchmarking Adversarial Robustness in Speaker Verification Interspeech 2020 You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings ICLR 2020 Zero-Shot Object Detection via Learning an Embedding from Semantic Space to Visual Space IJCAI 2020 A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization NAACL 2019 Accelerate Learning of Deep Hashing With Gradient Attention ICCV 2019 A Compact Embedding for Facial Expression Similarity CVPR 2019 A Cross-Topic Method for Supervised Relevance Classification EMNLP 2019 Active Embedding Search via Noisy Paired Comparisons ICML 2019 ActiveHNE: Active Heterogeneous Network Embedding IJCAI 2019 Additive Compositionality of Word Vectors EMNLP 2019 A Deep Neural Information Fusion Architecture for Textual Network Embeddings EMNLP 2019 Adversarial Attacks on Node Embeddings via Graph Poisoning ICML 2019 Adversarial Graph Embedding for Ensemble Clustering IJCAI 2019 A Dynamic Speaker Model for Conversational Interactions NAACL 2019 A Latent Variable Model for Learning Distributional Relation Vectors IJCAI 2019 Aligning Cross-Lingual Entities with Multi-Aspect Information EMNLP 2019 Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task EMNLP 2019 Aligning Vector-spaces with Noisy Supervised Lexicon NAACL 2019 A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction ACL 2019 A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation EMNLP 2019