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README.md
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All tiers use sentence-level filtering: documents are split into sentences (NLTK punkt), individual sentences matching the blocklist are removed, and remaining sentences are rejoined. This preserves more text than paragraph-level filtering.
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### T0 Blocklist (aggressive
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- **Digits**: All characters 0-9
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- **Operators**: `+ - * / = ^ % < >` and Unicode math symbols
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- **Fraction characters**: `½ ¼ ¾` etc.
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- **Math terms**: equation, variable, polynomial, derivative, integral, theorem, eigenvalue, topology, etc.
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- **Patterns**: LaTeX math (`$...$`, `\frac{}`, `\sum`, `\int`, etc.)
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### T1 Blocklist (moderate
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- **No digit or operator blocking** — everyday numbers pass through
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- **Math terms**: equation, variable, polynomial, derivative, integral, theorem, eigenvalue, topology, etc.
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- **Patterns**: LaTeX math expressions
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### T2 Blocklist
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None
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## Intended Use
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All tiers use sentence-level filtering: documents are split into sentences (NLTK punkt), individual sentences matching the blocklist are removed, and remaining sentences are rejoined. This preserves more text than paragraph-level filtering.
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| 42 |
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### T0 Blocklist (aggressive: removes all numeric content)
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- **Digits**: All characters 0-9
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- **Operators**: `+ - * / = ^ % < >` and Unicode math symbols
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- **Fraction characters**: `½ ¼ ¾` etc.
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- **Math terms**: equation, variable, polynomial, derivative, integral, theorem, eigenvalue, topology, etc.
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- **Patterns**: LaTeX math (`$...$`, `\frac{}`, `\sum`, `\int`, etc.)
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### T1 Blocklist (moderate: removes formal math only)
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- **No digit or operator blocking** — everyday numbers pass through
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- **Math terms**: equation, variable, polynomial, derivative, integral, theorem, eigenvalue, topology, etc.
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- **Patterns**: LaTeX math expressions
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### T2 Blocklist
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None. All content from finemath-3plus is included.
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## Intended Use
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