International Business Machines Corporation

Efsun Kayi

Radu Florian

Laura Chiticariu

Hiroshi Kanayama

Robert T Ward

Takuya Ohko

Yousef El-Kurdi

An approach for generating synthetic treebanks to be used in training a parser in a production system is provided. A processor receives a request to generate one or more synthetic treebanks from a production system, wherein the request indicates a language for the one or more synthetic treebanks. A processor retrieves at least one corpus of text in which the requested language is present. A processor provides the at least one corpus to a transformer enhanced parser neural network model. A processor generates at least one synthetic treebank associated with a string of text from the at least one corpus of text in which the requested language is present. A processor sends the at least one synthetic treebank to the production system, wherein the production system trains a parser utilized by the production system with the at least one synthetic treebank.

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Bedford Corners, NY, United States of America

Efsun Kayi