Datasets:
ZhouChuYue
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ce9708b
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Parent(s):
4b70a22
Update README: add UltraData-Math-Parser reference in L0 section
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README.md
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@@ -78,7 +78,7 @@ To break through the limitations of existing mathematical datasets in quality an
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**Goal**: Address the poor support of general HTML parsers for mathematical formulas and maximize the preservation of mathematical semantics in web pages.
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The L0 phase mainly processes raw web data obtained from sources such as Common Crawl. Given the specificity of mathematical web pages, we develop specialized parsing strategies instead of directly using general ones like trafilatura or readability.
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- **Unified Parsing Mode**: Automatically identifies page types to ensure complete content extraction as much as possible.
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- **Multi-level Fallback Strategy**: To prevent data loss due to parsing failures, we implement a multi-level fallback mechanism to ensure text content is captured even if structured parsing fails.
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**Goal**: Address the poor support of general HTML parsers for mathematical formulas and maximize the preservation of mathematical semantics in web pages.
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The L0 phase mainly processes raw web data obtained from sources such as Common Crawl. Given the specificity of mathematical web pages, we develop specialized parsing strategies through the [UltraData-Math-Parser](https://github.com/UltraData-OpenBMB/UltraData-Math/tree/main/UltraData-Math-L0-Parser) instead of directly using general ones like trafilatura or readability.
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- **Unified Parsing Mode**: Automatically identifies page types to ensure complete content extraction as much as possible.
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| 84 |
- **Multi-level Fallback Strategy**: To prevent data loss due to parsing failures, we implement a multi-level fallback mechanism to ensure text content is captured even if structured parsing fails.
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