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Yingpeng Ma

3 accepted papers

2026

Can LLM Agents Stick to the Script? Modeling Commitment in Interactive Narratives

ICML 2026poster

The rapid advancement of Large Language Models (LLMs) is revolutionizing AI for Game by enabling open-ended and fluid interactive storytelling. However, existing research has largely overlooked the critical challenge of maintaining logical consistency and narrative integrity against unconstrained us…

Cited by 0SourceScholar
2025

Let’s Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model

COLING 2025main

Large Language Models (LLMs) are composed of neurons that exhibit various behaviors and roles, which become increasingly diversified as models scale. Recent studies have revealed that not all neurons are active across different datasets, and this sparsity correlates positively with the task-specific…