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Zhuoqun Hao

3 accepted papers

2025

ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations

EMNLP 2025

This work demonstrates that diffusion models can achieve font-controllable multilingual text rendering using just raw images without font label annotations. Visual text rendering remains a significant challenge. While recent methods condition diffusion on glyphs, it is impossible to retrieve exact f

2025

Towards Rationality in Language and Multimodal Agents: A Survey

NAACL 2025long

This work discusses how to build more rational language and multimodal agents and what criteria define rationality in intelligent systems.Rationality is the quality of being guided by reason, characterized by decision-making that aligns with evidence and logical principles. It plays a crucial role i…

2024

A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners

EMNLP 2024main

This study introduces a hypothesis-testing framework to assess whether large language models (LLMs) possess genuine reasoning abilities or primarily depend on token bias. We go beyond evaluating LLMs on accuracy; rather, we aim to investigate their token bias in solving logical reasoning tasks. Spec…