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2 changes: 1 addition & 1 deletion docs/metrics.md
Original file line number Diff line number Diff line change
Expand Up @@ -61,7 +61,7 @@ This document provides comprehensive information about all quality metrics used
| Type | Metric | Description | Paper Source | Evaluation Results | Examples |
|------|--------|-------------|--------------|-------------------|----------|
| `QUALITY_BAD_COMPLETENESS` | RuleLineEndWithEllipsis, RuleLineEndWithTerminal, RuleSentenceNumber, RuleWordNumber | Checks whether the ratio of lines ending with ellipsis is below threshold; Checks whether the ratio of lines ending w... | [RedPajama: an Open Dataset for Training Large Language Models](https://github.com/togethercomputer/RedPajama-Data) (Together Computer, 2023) | [📊 See Results](eval/rule/slimpajama_data_evaluated_by_rule.md) | N/A |
| `QUALITY_BAD_EFFECTIVENESS` | RuleDoi, RuleIsbn, RuleAbnormalChar, RuleAbnormalHtml, RuleAlphaWords, RuleAudioDataFormat, RuleCharNumber, RuleColonEnd, RuleContentNull, RuleContentShort, RuleContentShortMultiLan, RuleEnterAndSpace, RuleEnterMore, RuleEnterRatioMore, RuleHtmlEntity, RuleHtmlTag, RuleInvisibleChar, RuleImageDataFormat, RuleLatexSpecialChar, RuleLineJavascriptCount, RuleLoremIpsum, RuleMeanWordLength, RuleNlpDataFormat, RuleSftDataFormat, RuleSpaceMore, RuleSpecialCharacter, RuleStopWord, RuleSymbolWordRatio, RuleVedioDataFormat, RuleOnlyUrl | Check whether the string is in the correct format of the doi; Check whether the string is in the correct format of th... | Internal Implementation | N/A | N/A |
| `QUALITY_BAD_EFFECTIVENESS` | RuleDoi, RuleIsbn, RuleAbnormalChar, RuleAbnormalHtml, RuleAlphaWords, RuleAudioDataFormat, RuleCharNumber, RuleColonEnd, RuleContentNull, RuleContentShort, RuleContentShortMultiLan, RuleEnterAndSpace, RuleEnterMore, RuleEnterRatioMore, RuleHtmlEntity, RuleHtmlTag, RuleInvisibleChar, RuleImageDataFormat, RuleLatexSpecialChar, RuleLineJavascriptCount, RuleLoremIpsum, RuleMeanWordLength, RuleNlpDataFormat, RuleSftDataFormat, RuleSpaceMore, RuleSpecialCharacter, RuleStopWord, RuleSymbolWordRatio, RuleVedioDataFormat, RuleOnlyUrl, RuleDictConsistency | Check whether the string is in the correct format of the doi; Check whether the string is in the correct format of th... | Internal Implementation | N/A | N/A |
| `QUALITY_BAD_FLUENCY` | RuleAbnormalNumber, RuleCharSplit, RuleNoPunc, RuleWordSplit, RuleWordStuck | Checks PDF content for abnormal book page or index numbers that disrupt text flow; Checks PDF content for abnormal ch... | [RedPajama: an Open Dataset for Training Large Language Models](https://github.com/togethercomputer/RedPajama-Data) (Together Computer, 2023) | [📊 See Results](eval/rule/slimpajama_data_evaluated_by_rule.md) | N/A |
| `QUALITY_BAD_RELEVANCE` | RuleHeadWordAr, RuleHeadWordCs, RuleHeadWordHu, RuleHeadWordKo, RuleHeadWordRu, RuleHeadWordSr, RuleHeadWordTh, RuleHeadWordVi, RulePatternSearch, RuleWatermark | Checks whether Arabic content contains irrelevant tail source information; Checks whether Czech content contains irre... | [RedPajama: an Open Dataset for Training Large Language Models](https://github.com/togethercomputer/RedPajama-Data) (Together Computer, 2023) | [📊 See Results](eval/rule/slimpajama_data_evaluated_by_rule.md) | N/A |
| `QUALITY_BAD_SECURITY` | RuleIDCard, RuleUnsafeWords, RulePIIDetection | Checks whether content contains ID card information; Checks whether content contains unsafe words; Detects Personal I... | [RedPajama: an Open Dataset for Training Large Language Models](https://github.com/togethercomputer/RedPajama-Data) (Together Computer, 2023) | [📊 See Results](eval/rule/slimpajama_data_evaluated_by_rule.md) | N/A |
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