Papers by Mohit Agrawal
A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow (2021.acl-long)
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| Challenge: | Existing text-style transfer techniques focus on flipping the style attribute polarity instead of fine-grained regulation of attributes to generate multiple variants of a sentence. |
| Approach: | They propose a hierarchical architecture for finer control over the attribute, preserving content using attribute dis- entanglement. |
| Outcome: | The proposed framework generates natural looking sentences with finer control of intensity of a given attribute. |