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Jianzhao Huang

2 accepted papers

2025

PreAct: Prediction Enhances Agent’s Planning Ability

COLING 2025main

Addressing the disparity between predictions and actual results can enable individuals to expand their thought processes and stimulate self-reflection, thus promoting accurate planning. In this research, we present **PreAct**, an agent framework that integrates **pre**diction, **rea**soning, and **a…

2024

Towards Low-Resource Harmful Meme Detection with LMM Agents

EMNLP 2024main

The proliferation of Internet memes in the age of social media necessitates effective identification of harmful ones. Due to the dynamic nature of memes, existing data-driven models may struggle in low-resource scenarios where only a few labeled examples are available. In this paper, we propose an a…