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Wanru Zhuang

3 accepted papers

2025

PATIMT-Bench: A Multi-Scenario Benchmark for Position-Aware Text Image Machine Translation in Large Vision-Language Models

EMNLP 2025

Text Image Machine Translation (TIMT) aims to translate texts embedded within an image into another language. Current TIMT studies primarily focus on providing translations for all the text within an image, while neglecting to provide bounding boxes and covering limited scenarios. In this work, we e

2024

Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training

EMNLP 2024main

Diffusion-based text-to-image models have demonstrated impressive achievements in diversity and aesthetics but struggle to generate images with legible visual texts. Existing backbone models have limitations such as misspelling, failing to generate texts, and lack of support for Chinese texts, but t…

2024

Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains

ICML 2024poster

In recent years, there has been a surge in the development of 3D structure-based pre-trained protein models, representing a significant advancement over pre-trained protein language models in various downstream tasks. However, most existing structure-based pre-trained models primarily focus on the r…

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