14 citations · 38 across the 15 of their papers we have counts for
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cs.CL2024
Probing Multimodal Large Language Models for Global and Local Semantic Representations
Mingxu Tao, Quzhe Huang, Kun Xu +3
The advancement of Multimodal Large Language Models (MLLMs) has greatly accelerated the development of applications in understanding integrated texts and images. Recent works lever…
cs.CL2023★ 2 cited
A Step Closer to Comprehensive Answers: Constrained Multi-Stage Question Decomposition with Large Language Models
Hejing Cao, Zhenwei An, Jiazhan Feng +3
While large language models exhibit remarkable performance in the Question Answering task, they are susceptible to hallucinations. Challenges arise when these models grapple with u…
cs.CL2023★ 1 cited
Exploring the Usage of Chinese Pinyin in Pretraining
Baojun Wang, Kun Xu, Lifeng Shang
Unlike alphabetic languages, Chinese spelling and pronunciation are different. Both characters and pinyin take an important role in Chinese language understanding. In Chinese NLP t…