NLPExplorer

AgentScen - 2025

Total Papers:- 11

Total Papers accross all years:- 11

Total Citations :- 0

1

MK2 at PBIG Competition: A Prompt Generation Solution

Yuzheng Xu | Tosho Hirasawa | Seiya Kawano | Shota Kato | Tadashi Kozuno |

Team MCG DSN at the AgentScen Shared Task: Knowledge Integration and Self-Improvement via LLMs for Generating Business Ideas from Patent Documents

Masaya Shimanuki | Naoto Shimizu | Kentaro Kinugasa | Hiroki Sugisawa |

Enhancing Naphtha Cracking Center Scheduling via Population-Based Multi-Scenario Planning

Deunsol Yoon | Sunghoon Hong | Whiyoung Jung | Kanghoon Lee | Woohyung Lim |

A Business Idea Generation Framework Based on Creative Multi-Agent Discussions

Mizuki Hoshino | Shun Shramatsu | Fuminori Nagasawa |

Overview of PBIG Shared Task at AgentScen 2025: Product Business Idea Generation from Patents

Wataru Hirota | Chung-Chi Chen | Tomoko Ohkuma | Tomoki Taniguchi | Tatsuya Ishigaki |

Multi-Scale Temporal Scenario Planning for Financial Networks: A GNN Approach to Stress Testing

Xinyan Zhang | Xiaobeng Feng | Xiujuan Xu | Rongxuan Zhao | Peng Zhang | Jinghua Lian |

Team NS_NLP at the AgentScen Shared Task: Structured Ideation Using Divergent and Convergent Thinking

Hayato Yoshiyasu |

Proceedings of the 2nd Workshop on Agent AI for Scenario Planning

Chung-Chi Chen | Tatsuya Ishigaki | Sophia Ananiadou | Hiroya Takamura |

Collaborative Invention: Team ditlab at the AgentScen Shared Task – Refining Patent-based Product Ideation via LLM-Guided Selection and Rewriting

Yasunori Terao | Yuuki Tachioka |

Enhancing the Planning Capabilities of Large Language Models by Building External World Models

Edwin Chen | Xiaoyan Li | Colin Bellinger | Yunli Wang |

Agent Ideate: A Framework for Product Idea Generation from Patents Using Agentic AI

Gopichand Kanumolu | Ashok Urlana | Vinayak Kumar Charaka | Bala Mallikarjunarao Garlapati |

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