3 papers
cs.CL2026
Evaluation Framework for AI Creativity: A Case Study Based on Story Generation
Pharath Sathya, Yin Jou Huang, Fei Cheng
Evaluating creative text generation remains a challenge because existing reference-based metrics fail to capture the subjective nature of creativity. We propose a structured evalua…
cs.CL2025
How Does Cognitive Bias Affect Large Language Models? A Case Study on the Anchoring Effect in Price Negotiation Simulations
Yoshiki Takenami, Yin Jou Huang, Yugo Murawaki +1
Cognitive biases, well-studied in humans, can also be observed in LLMs, affecting their reliability in real-world applications. This paper investigates the anchoring effect in LLM-…
cs.CL2025
Strategy Adaptation in Large Language Model Werewolf Agents
Fuya Nakamori, Yin Jou Huang, Fei Cheng
This study proposes a method to improve the performance of Werewolf agents by switching between predefined strategies based on the attitudes of other players and the context of con…