{"type":"ScholarlyArticle","title":"ASP Chef Chats with Large Language Models","authors":[{"name":"Mario Alviano","slug":"mario-alviano","given":"Mario","family":"Alviano","affiliation":""},{"name":"Pietro Macrì","slug":"pietro-macri","given":"Pietro","family":"Macrì","affiliation":""},{"name":"Luis Angel Rodriguez Reiners","slug":"luis-angel-rodriguez-reiners","given":"Luis Angel","family":"Rodriguez Reiners","affiliation":""}],"abstract":"ASP Chef enriches Answer Set Programming (ASP) with the notion of recipe, that is, a sequence of operations on answer sets.\r\nRecipes are designed and executed in modern browsers, and further improve the fast prototyping capabilities of ASP.\r\nThis paper introduces new operations designed to integrate Large Language Models (LLMs) in recipe, with the aim of combining the reasoning strength of ASP with the natural language capabilities of LLMs, to enable more interactive and adaptive problem-solving workflows.\r\nIn a nutshell, answer sets in input are transformed into prompts for LLMs, whose responses are processed to extract facts for subsequent operations within the recipe.","doi":"10.24963/ijcai.2025/1247","url":"https://ijcai.org/proceedings/2025/1247","pdf":"https://ijcai.org/proceedings/2025/1247.pdf","markdown":"https://ijcai.org/proceedings/2025/1247.md","bibtex":"https://ijcai.org/proceedings/2025/bibtex/1247","volume":{"slug":"2025","title":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2025","url":"https://ijcai.org/proceedings/2025/","year":2025,"location":"Montreal, Canada","dates":"16-22 August 2025","editors":"James Kwok","isbn":"978-1-956792-06-5","publisher":"International Joint Conferences on Artificial Intelligence Organization","doi_prefix":"10.24963/ijcai.2025"},"section":"Demo Track","track":"Demo Track","number":1247,"pages":{"first":10989,"last":10993},"keywords":["Knowledge Representation and Reasoning: KRR: Logic programming","Knowledge Representation and Reasoning: KRR: Non-monotonic reasoning","Natural Language Processing: NLP: Information extraction"],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}