negative sampling

Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding ACL 2021 Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021 A BERT-based Distractor Generation Scheme with Multi-tasking and Negative Answer Training Strategies. EMNLP 2020 CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code Matching NeurIPS 2020 Contrastive Learning with Adversarial Examples NeurIPS 2020 Cross-Batch Memory for Embedding Learning CVPR 2020 Debiased Contrastive Learning NeurIPS 2020 Detecting Suspicious Timber Trades AAAI 2020 Efficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation AAAI 2020 Extreme Classification via Adversarial Softmax Approximation ICLR 2020 Hard Negative Mixing for Contrastive Learning NeurIPS 2020 Interpretable, Multidimensional, Multimodal Anomaly Detection with Negative Sampling for Detection of Device Failure ICML 2020 Learning Self-Correctable Policies and Value Functions from Demonstrations with Negative Sampling ICLR 2020 Negative Sampling in Semi-Supervised learning ICML 2020 RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion COLING 2020 Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering NeurIPS 2020 Single Camera Training for Person Re-Identification AAAI 2020 Structure Aware Negative Sampling in Knowledge Graphs EMNLP 2020 An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering EMNLP 2019 A Theoretical Analysis of Contrastive Unsupervised Representation Learning ICML 2019 Distributional Semantics Meets Multi-Label Learning AAAI 2019 Evaluation and Improvement of Chatbot Text Classification Data Quality Using Plausible Negative Examples ACL 2019 Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns AAAI 2019 Improving Cross-Domain Chinese Word Segmentation with Word Embeddings NAACL 2019 Learning Determinantal Point Processes by Corrective Negative Sampling AISTATS 2019