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Yiqian Xu

3 accepted papers

2025

MIRAGE: Exploring How Large Language Models Perform in Complex Social Interactive Environments

ACL 2025short

Large Language Models (LLMs) have shown remarkable capabilities in environmental perception, reasoning-based decision-making, and simulating complex human behaviors, particularly in interactive role-playing contexts. This paper introduces the Multiverse Interactive Role-play Ability General Evaluati…

2024

Exploring Object-Centered External Knowledge for Fine-Grained Video Paragraph Captioning

ICASSP 2024accepted

Video paragraph captioning task aims to generate a detailed, fluent and relevant paragraph for a given video. Prior studies often focus on isolating visual objects (potential main components in a sentence) from the overall video content. They rarely explore the latent semantic relations between obje…

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