additional evaluation metrics

[fabriziosalmi]

25 additional metrics to evaluate the quality of the rewritten articles, focusing on factual accuracy, completeness, and coherence:

1. Precision
2. Recall
3. Information Retrieval Precision
4. Information Retrieval Recall
5. Pointwise Mutual Information (PMI)
6. Normalized Pointwise Mutual Information (NPMI)
7. Token Overlap
8. Word Precision
9. Word Recall
10. Term Frequency (TF)
11. Inverse Document Frequency (IDF)
12. Content Density
13. Syntactic Dependency Accuracy
14. N-gram Coverage
15. Phrasal Precision
16. Phrasal Recall
17. Named Entity Precision
18. Named Entity Recall
19. Keyphrase Precision
20. Keyphrase Recall
21. Conceptual Similarity
22. Paraphrase Detection Score
23. Discourse Coherence
24. Lexical Cohesion
25. Topical Consistency

[fabriziosalmi]

note: this list dora's not contain diversity and frequency metrics included in repo atm

Readability and Complexity Metrics

1. Syllable Count
2. Flesch-Kincaid Grade Level
3. SMOG Index
4. Readability Ease Score

Lexical and Syntactic Metrics

1. Named Entity Recognition (NER) Coverage
2. Dependency Tree Depth
3. Syntactic Variability
4. Lexical Density
5. Passive Voice Percentage
6. Longest Increasing Subsequence

Statistical Metrics

1. Jaro-Winkler Distance
2. Honore’s Statistic
3. Sichel’s Measure
4. Brunet’s Measure
5. Yule’s Characteristic K
6. MTLD (Measure of Textual Lexical Diversity)
7. HD-D (Hypergeometric Distribution D)
8. Variability Index

Information and Density Metrics

1. Information Density
2. Referential Density
3. Cohesive Harmony Index

Noun and Verb Metrics

1. Concrete Noun Ratio
2. Abstract Noun Ratio

Punctuation and Function Word Metrics

1. Punctuation Frequency
2. Ellipsis Frequency
3. Conjunction Usage Frequency
4. Preposition Usage Frequency

Structural Metrics

1. Subordination Index
2. Coordination Index
3. Discourse Marker Frequency

Sentiment and Subjectivity Metrics

1. Sentiment Consistency
2. Polarity Score
3. Subjectivity Intensity
4. Sentiment Variability

Cohesion and Concreteness Metrics

1. Cohesion Score
2. Concreteness Score
3. Imageability Score
4. Age of Acquisition Score
5. Text Familiarity Index

Narrative and Persuasiveness Metrics

1. Narrative Index
2. Argument Strength
3. Persuasiveness Score
4. Engagement Score

Emotional and Analytical Metrics

1. Emotional Tone Score
2. Analytical Thinking Score

These lists group the metrics into categories based on their types and focus areas, making it easier to manage and understand the different aspects of text evaluation.