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Mixed Initiative Development of Language Processing Systems

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Figure

Figure 1. Screen dump of a typical Alembic Workbench session.
Figure 3. The Alembic Workbench seeks to involve the user in a corpus development cycle, making use of pre-tagging facilities, analysis facilities, and the automatic generation of pre-tagging rule sets through machine learning
Figure 4. Two measures of corpus annotation productivity using the Alembic Workbench. The X-axis indicates what kind of corpus-development utilities were used: (1) SGMl.,-mode of emacs text editor; (2) Workbench (AWB) manual interface only, (3) AWB rule-le
Figure 5. Tagging productivity gains with the incremental application of automatically acquired rule sets

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