negative sampling

Corrected CBOW Performs as well as Skip-gram EMNLP 2021 Cross-language Sentence Selection via Data Augmentation and Rationale Training ACL 2021 CuCo: Graph Representation with Curriculum Contrastive Learning IJCAI 2021 Dialogue Response Selection with Hierarchical Curriculum Learning ACL 2021 Disentangling Sampling and Labeling Bias for Learning in Large-output Spaces ICML 2021 Dynamic Popularity-Aware Contrastive Learning for Recommendation ACML 2021 Efficient Training of Retrieval Models using Negative Cache NeurIPS 2021 Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition ICLR 2021 Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic NeurIPS 2021 Generating Negative Samples by Manipulating Golden Responses for Unsupervised Learning of a Response Evaluation Model NAACL 2021 Image Change Captioning by Learning From an Auxiliary Task CVPR 2021 Keyphrase Extraction with Incomplete Annotated Training Data EMNLP 2021 Learning about Word Vector Representations and Deep Learning through Implementing Word2vec NAACL 2021 Learning Dense Representations of Phrases at Scale ACL 2021 LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021 Mining Better Samples for Contrastive Learning of Temporal Correspondence CVPR 2021 Multilingual Machine Translation Evaluation Metrics Fine-tuned on Pseudo-Negative Examples for WMT 2021 Metrics Task EMNLP 2021 Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval EMNLP 2021 Named Entity Recognition for Entity Linking: What Works and What’s Next EMNLP 2021 NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases EMNLP 2021 Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data NeurIPS 2021 On UMAP's True Loss Function NeurIPS 2021 Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation ICCV 2021 Relation-aware Graph Attention Model with Adaptive Self-adversarial Training AAAI 2021 Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA AAAI 2021