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

Chung-Chi Chen, Tatsuya Ishigaki, Sophia Ananiadou, Hiroya Takamura (Editors)

Anthology ID:
2025.agentscen-1
Month:
16 August
Year:
2025
Address:
Montreal, Canada
Venues:
AgentScen | WS
SIG:
Publisher:
-
URL:
https://preview.aclanthology.org/mtsummit-25-ingestion/2025.agentscen-1/
DOI:
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PDF:
https://preview.aclanthology.org/mtsummit-25-ingestion/2025.agentscen-1.pdf
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Proceedings of the 2nd Workshop on Agent AI for Scenario Planning
Chung-Chi Chen | Tatsuya Ishigaki | Sophia Ananiadou | Hiroya Takamura

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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

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Enhancing the Planning Capabilities of Large Language Models by Building External World Models
Edwin Chen | Xiaoyan Li | Colin Bellinger | Yunli Wang

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Enhancing Naphtha Cracking Center Scheduling via Population-Based Multi-Scenario Planning
Deunsol Yoon | Sunghoon Hong | Whiyoung Jung | Kanghoon Lee | Woohyung Lim

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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

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

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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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MK2 at PBIG Competition: A Prompt Generation Solution
Yuzheng Xu | Tosho Hirasawa | Seiya Kawano | Shota Kato | Tadashi Kozuno

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

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A Business Idea Generation Framework Based on Creative Multi-Agent Discussions
Mizuki Hoshino | Shun Shramatsu | Fuminori Nagasawa

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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