Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models

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Other Links: arxiv.org

Abstract:

A common approach to solve complex tasks is by breaking them down into simple sub-problems that can then be solved by simpler modules. However, these approaches often need to be designed and trained specifically for each complex task. We propose a general approach, Text Modular Networks(TMNs), where the system learns to decompose any co...More

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