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Knowledgator Releases GLiFormer: A 575M-Parameter Encoder That Hits 91.10 F1 on Nested JSON Extraction Without Generating Tokens

This story is from 2026-09-16. It is preserved in the archive; the latest stories are on the live feed.

Knowledgator released GLiFormer, an encoder model that extracts nested JSON without generating a single output token. It does not write JSON token by token. It finds each value as a span in the text, assigns spans to record slots, predicts parent-child links, and assembles the JSON with a determini…

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  1. 2026-09-16 21:27 · r/machinelearningnews
    Knowledgator Releases GLiFormer: A 575M-Parameter Encoder That Hits 91.10 F1 on Nested JSON Extraction Without Generating Tokens

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