“…This tool reads the keys from the JSON schema and only generates the value tokens, guaranteeing the generation of a syntactically valid JSON (corresponding to the desired schema) by the LLM. 96,97 Using an LLM without such a decoding strategy cannot guarantee that valid JSON outputs are produced. With the approach, in most cases, by using a simple descriptive prompt about the type of input text, structured data can be obtained with 100% correctness of the generated values.…”
Large-language models (LLMs) such as GPT-4 caught the interest of many scientists. Recent studies suggested that these models could be useful in chemistry and materials science. To explore these possibilities,...
“…This tool reads the keys from the JSON schema and only generates the value tokens, guaranteeing the generation of a syntactically valid JSON (corresponding to the desired schema) by the LLM. 96,97 Using an LLM without such a decoding strategy cannot guarantee that valid JSON outputs are produced. With the approach, in most cases, by using a simple descriptive prompt about the type of input text, structured data can be obtained with 100% correctness of the generated values.…”
Large-language models (LLMs) such as GPT-4 caught the interest of many scientists. Recent studies suggested that these models could be useful in chemistry and materials science. To explore these possibilities,...
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