作者位次 #3/5ICML 2026Poster· Applications / Social Sciences
Position: LLM-Based Social Simulations Require a Boundary
Zengqing Wu · Run Peng · Takayuki Ito · Makoto Onizuka · Chuan Xiao
社会与人本OpenReview
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Zengqing Wu · Run Peng · Takayuki Ito · Makoto Onizuka · Chuan Xiao
Yuta Konishi · Kento Yamamoto · Eisuke Sonomoto · Rikuho Takeda · Ryo Furukawa · Yusuke Muraki · Takafumi Shimizu · Kazuma Fukumura · Yuya Kanemoto · Takayuki Ito · Shiyao Ding
Automated negotiation in complex, multi-party and multi-issue settings critically depends on accurate opponent modeling. However, conventional numerical-only approaches fail to capture the qualitative information embedded in natural language interactions, resulting in unstable and incomplete pref...
Tianyou Gao · Takayuki Ito