Grammatical Error Correction Reference-Based Accuracy Metric
(Redirected from Gold-Standard GEC Metric)
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A Grammatical Error Correction Reference-Based Accuracy Metric is a reference-based accuracy metric that is a grammatical error correction automatic metric that can support grammatical error correction reference-based evaluation tasks.
- AKA: GEC Reference-Based Accuracy Metric, Supervised GEC Metric, Gold-Standard GEC Metric, Reference-Dependent GEC Metric.
- Context:
- It can typically align Grammatical Error Correction System Hypothesises with grammatical error correction reference annotations.
- It can typically measure Grammatical Error Correction Edit Overlap between grammatical error correction system edits and grammatical error correction gold edits.
- It can typically compute Grammatical Error Correction Precision Scores for grammatical error correction accuracy assessment.
- It can typically calculate Grammatical Error Correction Recall Scores for grammatical error correction coverage evaluation.
- It can typically generate Grammatical Error Correction F-Scores through grammatical error correction harmonic mean calculation.
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- It can often handle Multiple Grammatical Error Correction References for grammatical error correction variation accommodation.
- It can often weight Grammatical Error Types differently in grammatical error correction scoring schemes.
- It can often penalize Unchanged Grammatical Errors in grammatical error correction quality measurement.
- It can often normalize Grammatical Error Correction Edit Counts by grammatical error correction text length.
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- It can range from being a Strict Grammatical Error Correction Reference-Based Accuracy Metric to being a Flexible Grammatical Error Correction Reference-Based Accuracy Metric, depending on its grammatical error correction matching tolerance.
- It can range from being a Token-Level Grammatical Error Correction Reference-Based Accuracy Metric to being a Span-Level Grammatical Error Correction Reference-Based Accuracy Metric, depending on its grammatical error correction evaluation granularity.
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- It can integrate with Grammatical Error Correction Alignment Algorithm for grammatical error correction edit extraction.
- It can interface with Grammatical Error Correction Annotation Tool for grammatical error correction reference processing.
- It can connect to Grammatical Error Correction Evaluation Framework for grammatical error correction systematic assessment.
- It can synchronize with Grammatical Error Correction Benchmark Dataset for grammatical error correction standardized testing.
- It can communicate with Grammatical Error Correction Scoring Engine for grammatical error correction performance calculation.
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- Example(s):
- Grammatical Error Correction Edit-Based Accuracy Metrics, such as:
- MaxMatch Grammatical Error Correction Scorer using grammatical error correction Levenshtein alignment.
- M2 Grammatical Error Correction Scorer with grammatical error correction F0.5 weighting.
- I-Measure Grammatical Error Correction Accuracy Metric for grammatical error correction improvement scoring.
- Grammatical Error Correction Linguistic Accuracy Metrics, such as:
- Grammatical Error Correction N-Gram Accuracy Metrics, such as:
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- Grammatical Error Correction Edit-Based Accuracy Metrics, such as:
- Counter-Example(s):
- Grammatical Error Correction Reference-Free Quality Metric, which evaluates without gold-standard references.
- Perplexity Metric, which measures language model fit rather than grammatical error correction accuracy.
- String Similarity Metric, which ignores grammatical error correction specific requirements.
- See: Grammatical Error Correction Automatic Metric, Reference-Based Evaluation, Gold Standard, F-Measure, Edit Distance, Alignment Algorithm, Natural Language Processing Evaluation.