no code implementations • 24 Mar 2024 • Hongyin Zhu
Graph data, also known as complex network data, is omnipresent across various domains and applications.
no code implementations • 22 Dec 2023 • Hongyin Zhu
Our goal is to educate users and strengthen their defense capabilities through exposure to a comprehensive simulation system.
no code implementations • 19 Dec 2023 • Hongyin Zhu, Prayag Tiwari
We propose a set of comprehensive metrics to evaluate the climate crisis knowledge, incorporating indicators from 10 different perspectives.
no code implementations • 23 Aug 2023 • Hongyin Zhu
The proposed coarse-to-fine (C2F) neural retriever addresses the out-of-memory limitation of the passage attention mechanism by dividing the list-context modeling process into two sub-processes with a cache policy learning algorithm, enabling the efficient encoding of context information from a large number of candidate answers.
no code implementations • 22 Aug 2023 • Hongyin Zhu
Extracting relational triples (subject, predicate, object) from text enables the transformation of unstructured text data into structured knowledge.
no code implementations • 5 Mar 2023 • Hongyin Zhu
For this reason, we introduce the method of industry trend analysis from two perspectives of explicit analysis and implicit analysis.
no code implementations • 25 Feb 2023 • Hongyin Zhu
Pre-trained models (PM) have achieved promising results in content generation.
no code implementations • 25 Apr 2022 • Hongyin Zhu
The financial industry contains a wide variety of data, such as financial statements, customer information, stock trading data, news, etc.
no code implementations • 4 Apr 2022 • Hongyin Zhu
Achieving the expansion of domestic demand and the economic internal circulation requires balanced and coordinated support from multiple industries (domains) such as consumption, education, entertainment, engineering infrastructure, etc., which is indispensable for maintaining economic development.
no code implementations • 20 Mar 2022 • Hongyin Zhu
We propose a rule controller and impose constraints on the relations that allow the framework to behave in a compliant manner.
no code implementations • 2 Sep 2021 • Hongyin Zhu, Hao Peng, Zhiheng Lyu, Lei Hou, Juanzi Li, Jinghui Xiao
In this paper, we propose a heterogeneous knowledge language model (\textbf{HKLM}), a unified pre-trained language model (PLM) for all forms of text, including unstructured text, semi-structured text, and well-structured text.
no code implementations • 21 Mar 2021 • Dongsheng Wang, Prayag Tiwari, Sahil Garg, Hongyin Zhu, Peter Bruza
In this paper, we propose a novel lightweight relation extraction approach of structural block driven - convolutional neural learning.
3 code implementations • 8 Nov 2019 • Haifeng Liu, Wei Ding, Yu-An Chen, Weilong Guo, Shuoran Liu, Tianpeng Li, Mofei Zhang, Jianxing Zhao, Hongyin Zhu, Zhengyi Zhu
We propose CFS, a distributed file system for large scale container platforms.
Distributed, Parallel, and Cluster Computing
no code implementations • 14 Aug 2019 • Hongyin Zhu, Wenpeng Hu, Yi Zeng
Named entity recognition (NER) is a foundational technology for information extraction.