Papers with Parallax
Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae (P19-3)
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| Challenge: | Embeddings are a fundamental component of many modern machine learning and natural language processing models. |
| Approach: | They propose a tool for visualizing embedding spaces using parametric projections . they demonstrate the power of Parallax and propose % task-oriented approach . |
| Outcome: | The proposed tool is based on two-dimensional projections without interpretable semantics . it enhances interpretability and allows for more fine-grained analysis . |