The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators — mentioned by knowaveragejoe

Thu, 20 Feb 2025 00:31:39 GMT

This reminds me of a paper: "The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators" https://arxiv.org/abs/2407.11004 In essence, LLMs are quite good at writing the code to properly parse large amounts of unstructured text, rather than what a lot of people seem to be doing which is just shoveling data into an LLM's API and asking for transformations back.

Paper and discussion history. A mention is not an endorsement.

The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators · HackerPapers discussions

The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators — mentioned by knowaveragejoe