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📰 Dev.to · Tae Kim

3 articles · Updated every 3 hours · View all reads

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Why F1 Is the Wrong Objective for Entity Resolution Thresholds in Corporate Data
Dev.to · Tae Kim 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2w ago
Why F1 Is the Wrong Objective for Entity Resolution Thresholds in Corporate Data
Most entity resolution pipelines are tuned to maximize F1. For corporate data, that is the wrong...
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Incremental Graph Updates for Corporate Knowledge Graphs: Three Problems Batch Pipelines Can't Solve
Dev.to · Tae Kim 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Incremental Graph Updates for Corporate Knowledge Graphs: Three Problems Batch Pipelines Can't Solve
Corporate knowledge graphs break in production the moment you treat them as a batch artifact. I ran...
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Why merged cells break table extraction from multi-column PDFs
Dev.to · Tae Kim 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Why merged cells break table extraction from multi-column PDFs
Standard PDF extraction libraries handle merged cells badly in different ways. Here is what breaks, why, and what actually works on multi-column regulatory fili
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