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Jifang Wang

3 accepted papers

2025

A Unified Agentic Framework for Evaluating Conditional Image Generation

ACL 2025long

Conditional image generation has gained significant attention for its ability to personalize content. However, the field faces challenges in developing task-agnostic, reliable, and explainable evaluation metrics. This paper introduces CIGEval, a unified agentic framework for comprehensive evaluation…

2025

MeKB-Sim: Personal Knowledge Base-Powered Multi-Agent Simulation

NAACL 2025system demonstrations

Language agents have demonstrated remarkable emergent social behaviors within simulated sandbox environments. However, the characterization of these agents has been constrained by static prompts that outline their profiles, highlighting a gap in achieving simulations that closely mimic real-life int…

2024

Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion

EMNLP 2024system demonstrations

As we all know, hallucinations prevail in Large Language Models (LLMs), where the generated content is coherent but factually incorrect, which inflicts a heavy blow on the widespread application of LLMs. Previous studies have shown that LLMs could confidently state non-existent facts rather than ans…