Grammatical Error Correction Post-Editing Effort Metric

A Grammatical Error Correction Post-Editing Effort Metric is a post-editing effort metric that is a grammatical error correction performance metric that can support grammatical error correction post-editing evaluation tasks.

• AKA: GEC Post-Editing Effort Metric, GEC Effort Metric, Post-Edit Distance GEC Metric, Human Effort GEC Metric.
• Context:
  • It can typically measure Grammatical Error Correction Edit Operation Counts between grammatical error correction system outputs and grammatical error correction final versions.
  • It can typically calculate Grammatical Error Correction Translation Edit Rate adapted for grammatical error correction tasks.
  • It can typically estimate Grammatical Error Correction Time Cost for grammatical error correction human revision.
  • It can typically assess Grammatical Error Correction Cognitive Load of grammatical error correction post-editing tasks.
  • It can typically predict Grammatical Error Correction Productivity Gain from grammatical error correction system assistance.
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  • It can often correlate with Actual Grammatical Error Correction Editing Time in grammatical error correction user studys.
  • It can often distinguish between Minor Grammatical Error Correction Edits and grammatical error correction major revisions.
  • It can often account for Grammatical Error Correction Error Severity in grammatical error correction effort calculations.
  • It can often normalize by Text Length for grammatical error correction fair comparisons.
  • ...
  • It can range from being a Simple Grammatical Error Correction Post-Editing Effort Metric to being a Comprehensive Grammatical Error Correction Post-Editing Effort Metric, depending on its grammatical error correction factor coverage.
  • It can range from being an Objective Grammatical Error Correction Post-Editing Effort Metric to being a Subjective Grammatical Error Correction Post-Editing Effort Metric, depending on its grammatical error correction measurement type.
  • ...
  • It can integrate with Edit Distance Calculator for grammatical error correction operation counting.
  • It can interface with Time Tracking Tool for grammatical error correction effort measurement.
  • It can connect to Grammatical Error Correction User Study Platform for grammatical error correction empirical validation.
  • It can synchronize with Grammatical Error Correction Annotation Interface for grammatical error correction post-edit collection.
  • It can communicate with Productivity Analyzer for grammatical error correction efficiency assessment.
  • ...
• Example(s):
  • TER-Based Grammatical Error Correction Post-Editing Metrics, such as:
    • GEC-TER measuring grammatical error correction translation edit rate.
    • Character-TER for grammatical error correction character-level effort.
    • Weighted-TER with grammatical error correction operation costs.
  • Time-Based Grammatical Error Correction Post-Editing Metrics, such as:
    • Grammatical Error Correction Post-Edit Time Metric tracking grammatical error correction revision duration.
    • Grammatical Error Correction Keystroke Metric counting grammatical error correction editing actions.
    • Grammatical Error Correction Pause Analysis Metric measuring grammatical error correction cognitive effort.
  • Hybrid Grammatical Error Correction Post-Editing Metrics, such as:
    • HTER combining grammatical error correction automatic scores with grammatical error correction human effort.
    • Grammatical Error Correction Productivity Score measuring grammatical error correction throughput improvement.
  • ...
• Counter-Example(s):
  • Grammatical Error Correction Reference-Based Accuracy Metric, which compares to gold standards rather than measuring editing effort.
  • Reading Time Metric, which measures comprehension effort rather than correction effort.
  • User Satisfaction Score, which assesses subjective preference rather than objective effort.
• See: Grammatical Error Correction Evaluation Method, Translation Edit Rate, Post-Editing, Human Evaluation, Effort Metric, Productivity Measurement, User Study.

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