| --- |
| title: OO-LD |
| emoji: 🔗 |
| colorFrom: gray |
| colorTo: gray |
| sdk: static |
| pinned: false |
| --- |
| |
| # Object-Oriented Linked Data |
|
|
| Schemas that are JSON Schema and JSON-LD at once, so one document validates |
| and carries its own semantics. [oo-ld.org](https://oo-ld.org) |
|
|
| ## What is here |
|
|
| **Schema corpora.** The generated modules a benchmark reads: quantity kinds |
| from QUDT, and classes from schema.org. Pinned by digest rather than by |
| version, because two generations of the same corpus can differ in ways that |
| change an answer. |
|
|
| **Adapters.** LoRAs for schema-constrained extraction, each carded with what |
| it was measured at and in which condition it is worth having. The short |
| answer is: only where the prompt withholds the class catalogue. Where the |
| catalogue is present, every one of them scores below the model it was trained |
| from. |
|
|
| **Results.** The graded cells behind the published figures. |
|
|
| ## The question they answer |
|
|
| Where does structure have to be enforced for a model to produce data that |
| validates: in the prompt, at decode time, at commit time, or nowhere. The |
| code, the method and the findings are at |
| [github.com/OO-LD/oold-llm-bench](https://github.com/OO-LD/oold-llm-bench). |
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|
