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Automated Data Labeling Bookmarks | William Callahan - Bookmarks

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A collection of bookmarks filtered by the tag "Automated Data Labeling".

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How to Get Consistent Classification From Inconsistent LLMs?

verdik.substack.com

How to Get Consistent Classification From Inconsistent LLMs?

LLM Classification Techniques Automated Data Labeling Vector Embeddings

Oct 22, 2025

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softwaredoug.com

September 16, 2026

Don’t classify. Hallucinate!

Don’t classify. Hallucinate!

A useful pattern for LLM classification at scale is to let it hallucinate plausible, fake entities. Then resolve to real ones.

Structured Outputs Embedding Similarity Prompt Engineering LLM Classification Product Categorization

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github.com

September 20, 2026

GitHub - sutro-sh/jev-align: Build calibrated AI classifiers from human feedback using Jev and GEPA.

GitHub - sutro-sh/jev-align: Build calibrated AI classifiers from human feedback using Jev and GEPA.

Build calibrated AI classifiers from human feedback using Jev and GEPA. - sutro-sh/jev-align

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danielvanstrien.xyz

September 11, 2026

Building data curation classifiers with agents, SetFit and Jobs – Daniel van Strien

Building data curation classifiers with agents, SetFit and Jobs – Daniel van Strien

Building a small document classifier with an agent, then using Hugging Face Jobs to label 1% of the English FinePDFs-Edu dataset.

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