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Qisheng Liao

4 accepted papers

2025

BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation

CVPR 2025poster

Recently, state-of-the-art text-to-image generation models, such as Flux and Ideogram 2.0, have made significant progress in sentence-level visual text rendering. In this paper, we focus on the more challenging scenarios of article-level visual text rendering and address a novel task of generating h…

Cited by 2SourcePDFScholar
2024

Fumbling in Babel: An Investigation into ChatGPT’s Language Identification Ability

NAACL 2024findings

ChatGPT has recently emerged as a powerful NLP tool that can carry out a variety of tasks. However, the range of languages ChatGPT can handle remains largely a mystery. To uncover which languages ChatGPT ‘knows’, we investigate its language identification (LID) abilities. For this purpose, we compil…

2024

Local and Global: Text Matching Via Syntax Graph Calibration

ICASSP 2024accepted

Pre-trained models such as BERT have achieved remarkable results in text matching tasks. However, existing models still suffer from the challenge of capturing local subtle differences when modeling complex semantic matching relationships. In this work, we find that the integration of local syntax aw…

Cited by 0SourceScholar
2023

The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages

EMNLP 2023long main

Instruction tuned large language models (LLMs), such as ChatGPT, demonstrate remarkable performance in a wide range of tasks. Despite numerous recent studies that examine the performance of instruction-tuned LLMs on various NLP benchmarks, there remains a lack of comprehensive investigation into the…

Cited by 0SourcecodeScholar