negative sampling

Medical Concept Representation Learning from Multi-source Data IJCAI 2019 Multi-Granularity Representations of Dialog EMNLP 2019 Quantifying Similarity between Relations with Fact Distribution ACL 2019 Reinforced Negative Sampling for Recommendation with Exposure Data IJCAI 2019 Relation Extraction Using Supervision from Topic Knowledge of Relation Labels IJCAI 2019 Robust Negative Sampling for Network Embedding AAAI 2019 Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems EMNLP 2019 Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling ACL 2019 Stochastic Negative Mining for Learning with Large Output Spaces AISTATS 2019 Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change ACL 2019 Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets EMNLP 2019 Adversarial Contrastive Estimation ACL 2018 Approximating Word Ranking and Negative Sampling for Word Embedding IJCAI 2018 A Social Interaction Activity based Time-Varying User Vectorization Method for Online Social Networks IJCAI 2018 Batch IS NOT Heavy: Learning Word Representations From All Samples ACL 2018 Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP) CoNLL 2018 GNEG: Graph-Based Negative Sampling for word2vec ACL 2018 Hierarchical Density Order Embeddings ICLR 2018 KBGAN: Adversarial Learning for Knowledge Graph Embeddings NAACL 2018 Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency EMNLP 2018 Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning Interspeech 2018 Unspeech: Unsupervised Speech Context Embeddings Interspeech 2018 Dict2vec : Learning Word Embeddings using Lexical Dictionaries EMNLP 2017 Incremental Skip-gram Model with Negative Sampling EMNLP 2017 Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function ACL 2017