1 code implementation • 22 Feb 2024 • Ningyu Xu, Qi Zhang, Menghan Zhang, Peng Qian, Xuanjing Huang
Here we re-purpose the reverse dictionary task as a case study to probe LLMs' capacity for conceptual inference.
no code implementations • 2 Nov 2023 • Menghan Zhang, Yuehua Liu
Obstructive sleep apnea (OSA) is a sleep respiratory disease characterized by sleep snoring accompanied by apnea and daytime sleeplessness.
no code implementations • 2 Nov 2023 • Menghan Zhang, Yuehua Liu
Obstructive sleep apnea (OSA) is a complex disease with complex etiology, which requires multidisciplinary cooperation in diagnosis and treatment.
1 code implementation • 19 Oct 2023 • Ningyu Xu, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
We then propose a meta-learning-based method to learn to align conceptual spaces of different languages, which facilitates zero-shot and few-shot generalization in concept classification and also offers insights into the cross-lingual in-context learning phenomenon.
1 code implementation • 22 May 2023 • Xiao Wang, Weikang Zhou, Qi Zhang, Jie zhou, Songyang Gao, Junzhe Wang, Menghan Zhang, Xiang Gao, Yunwen Chen, Tao Gui
Pretrained language models have achieved remarkable success in various natural language processing tasks.
1 code implementation • 21 Dec 2022 • Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
We demonstrate that the distance between the distributions of different languages is highly consistent with the syntactic difference in terms of linguistic formalisms.