Description
Introducing GTN, an open source framework for automatic differentiation with a powerful, expressive type of graph called weighted finite-state...
Summary
- DEVELOPER TOOLS OPEN SOURCE A new open source framework for automatic differentiation with graphs What the research is: Previously, the use of individual graphs at training time was implicit, and developers had to hard-code the graph structure in the software.
- The model is free to choose how to decompose a word like “the” into word pieces.
- Our new approach lets the model learn the optimal decomposition of a word or phrase for a given task.