Search Results for author: Richard Rohwer

Found 3 papers, 0 papers with code

Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks

no code implementations16 Mar 2020 Karan Sikka, Andrew Silberfarb, John Byrnes, Indranil Sur, Ed Chow, Ajay Divakaran, Richard Rohwer

We introduce Deep Adaptive Semantic Logic (DASL), a novel framework for automating the generation of deep neural networks that incorporates user-provided formal knowledge to improve learning from data.

Image Classification Relationship Detection +1

An Annotated Corpus and Method for Analysis of Ad-Hoc Structures Embedded in Text

no code implementations LREC 2016 Eric Yeh, John Niekrasz, Dayne Freitag, Richard Rohwer

We describe a method for identifying and performing functional analysis of structured regions that are embedded in natural language documents, such as tables or key-value lists.

Table Extraction Text Segmentation

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