Negative Sampling
التعيين السلبي
تقنية تسريع تدريب تستبدل حساب سوفت ماكس الكامل على القاموس بمهمة تصنيف ثنائية: التمييز بين أزواج كلمات حقيقية وأزواج ضوضاء مسحوبة عشوائياً.
A training speedup technique that replaces the full vocabulary softmax with a binary classification task: distinguishing real word-context pairs from randomly drawn noise pairs.
Also translated asأخذ العينات السلبية، المعاينة السلبية
First appears in this corpus in: BPR: Bayesian Personalized Ranking from Implicit Feedback (2009)
Appears in these papers
- BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer2019in the sky ✦
- BPR: Bayesian Personalized Ranking from Implicit Feedback2009in the sky ✦
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning2022in the sky ✦
- Representation Learning with Contrastive Predictive Coding2018in the sky ✦
- Diffusion Policy: Visuomotor Policy Learning via Action Diffusion2023in the sky ✦
- Enriching Word Vectors with Subword Information2017in the sky ✦
- Enriching Word Vectors with Subword Information2017in the sky ✦
- GloVe: Global Vectors for Word Representation2014in the sky ✦
- GloVe: Global Vectors for Word Representation2014in the sky ✦
- Inductive Representation Learning on Large Graphs2017in the sky ✦
- Inductive Representation Learning on Large Graphs2017in the sky ✦
- Neural Collaborative Filtering2017in the sky ✦
- Neural Collaborative Filtering2017in the sky ✦
- node2vec: Scalable Feature Learning for Networks2016in the sky ✦
- node2vec: Scalable Feature Learning for Networks2016in the sky ✦
- UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction2018in the sky ✦
- Distributed Representations of Words and Phrases and Their Compositionality2013in the sky ✦
- Distributed Representations of Words and Phrases and Their Compositionality2013in the sky ✦