no code implementations • 23 Feb 2024 • Guanming Xiong, Junwei Bao, Wen Zhao
For each category of complex question, we devised exemplars to guide LLMs through the reasoning processes.
no code implementations • 14 Dec 2023 • Bo Li, Wei Ye, Quansen Wang, Wen Zhao, Shikun Zhang
Textual label names (descriptions) are typically semantically rich in many natural language understanding (NLU) tasks.
1 code implementation • 23 Apr 2023 • Bo Li, Gexiang Fang, Yang Yang, Quansen Wang, Wei Ye, Wen Zhao, Shikun Zhang
The capability of Large Language Models (LLMs) like ChatGPT to comprehend user intent and provide reasonable responses has made them extremely popular lately.
1 code implementation • 26 Aug 2022 • Guanming Xiong, Junwei Bao, Wen Zhao, Youzheng Wu, Xiaodong He
This study investigates the task of knowledge-based question generation (KBQG).
1 code implementation • 14 Jan 2022 • Yinyi Wei, Tong Mo, Yongtao Jiang, Weiping Li, Wen Zhao
The distances between the embedding at the masked position of input and prototypical embeddings are used as classification criterion.
no code implementations • 29 Dec 2021 • Tong Zhang, Wei Ye, Baosong Yang, Long Zhang, Xingzhang Ren, Dayiheng Liu, Jinan Sun, Shikun Zhang, Haibo Zhang, Wen Zhao
Inspired by the observation that low-frequency words form a more compact embedding space, we tackle this challenge from a representation learning perspective.
no code implementations • ACL 2021 • Tong Zhang, Long Zhang, Wei Ye, Bo Li, Jinan Sun, Xiaoyu Zhu, Wen Zhao, Shikun Zhang
This paper proposes a sophisticated neural architecture to incorporate bilingual dictionaries into Neural Machine Translation (NMT) models.
no code implementations • 13 Apr 2020 • Chao Zhang, Xiang Zhao, Kai Lin, Shaojun Zhang, Wen Zhao, Anzhong Wang
In particular, we find that, out of the five non-trivial field equations, only three are independent, so the problem is well-posed, as now generically there are only three unknown functions, {$F(r), B(r), A(r)$, where $F$ and $B$ are metric coefficients, and $A$ describes the aether field.}
General Relativity and Quantum Cosmology Astrophysics of Galaxies High Energy Physics - Phenomenology High Energy Physics - Theory
no code implementations • 17 Dec 2019 • Wen Zhao, Xiao-Jun Wu, He-Feng Yin, Zi-Qi Li
Collaborative representation based classification (CRC) method is exploited in our proposed method which has closed-form solution.