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Xinyi Bai

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

Faithful Persona-based Conversational Dataset Generation with Large Language Models

ACL 2024findings

High-quality conversational datasets are essential for developing AI models that can communicate with users.One way to foster deeper interactions between a chatbot and its user is through *personas*, aspects of the user’s character that provide insights into their personality, motivations, and behav…