other · TUbilio (Technical University of Darmstadt) · 2019

Towards cross-platform interoperability for machine-assisted annotation

Eckart de Castilho, Richard, Ide, Nancy, Kim, Jin-Dong, Klie, Jan-Christoph, Suderman, Keith

Cited by 0Abstract and details only

Abstract

In this paper we investigate cross-platform interoperability for natural language processing (NLP) and, in particular, annotation of textual resources, with an eye toward identifying the design elements of annotation models and processes that are particularly problematic for, or amenable to, enabling seam-less communication across different platforms. The study is conducted in the context of a specific annotation methodology,namely machine-assisted interactive annotation (also known as human-in-the-loop annotation). This methodology requires the ability to freely combine resources from different document repositories, access a wide array of NLP tools that automatically annotate corpora for various linguistic phenomena, and use a sophisticated annotation editor that enables interactive manual annotation coupled with on-the-fly machine learning. We consider three independently developed platforms, each of which utilizes a different model for representing annotations over text,and each of which performs a different role in the process.

Cite this paper

APA 7

Eckart de Castilho, R., Ide, N., Kim, J.-D., Klie, J.-C., & Suderman, K. (2019). Towards cross-platform interoperability for machine-assisted annotation. TUbilio (Technical University of Darmstadt).

MLA 9

Eckart de Castilho, Richard, et al. “Towards cross-platform interoperability for machine-assisted annotation.” TUbilio (Technical University of Darmstadt), 2019.

Chicago

Eckart de Castilho, Richard, Nancy Ide, Jin-Dong Kim, Jan-Christoph Klie, and Keith Suderman. 2019. “Towards cross-platform interoperability for machine-assisted annotation.” TUbilio (Technical University of Darmstadt).

Harvard

Eckart de Castilho, R. et al. (2019) ‘Towards cross-platform interoperability for machine-assisted annotation’, TUbilio (Technical University of Darmstadt).

BibTeX

@misc{eckartdecastilho2019towards,
  title = {{Towards cross-platform interoperability for machine-assisted annotation}},
  author = {Eckart de Castilho, Richard and Ide, Nancy and Kim, Jin-Dong and Klie, Jan-Christoph and Suderman, Keith},
  journal = {TUbilio (Technical University of Darmstadt)},
  year = {2019}
}

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