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zlm-v1-signal-extract

**A 77M-parameter FLAN-T5 model that reads a short text and returns its keywords and the user intent behind it — in one generative pass, in ~136 ms on CPU.** Given an ad headline, search query, or product blurb, the model generates two signals that normally require two separate systems (a keyword extractor and an intent classifier): - **keywords** — the terms that carry the text's meaning, and - **user intent** — a free-text intent phrase plus one of three standard search-intent classes: *informational*, *transactional*, or *navigational*.

翻訳準備中のため原文を表示しています

**A 77M-parameter FLAN-T5 model that reads a short text and returns its keywords and the user intent behind it — in one generative pass, in ~136 ms on CPU.** Given an ad headline, search query, or product blurb, the model generates two signals that normally require two separate systems (a keyword extractor and an intent classifier): - **keywords** — the terms that carry the text's meaning, and - **user intent** — a free-text intent phrase plus one of three standard search-intent classes: *informational*, *transactional*, or *navigational*.

情報源

huggingface.co ↗