Search Results for author: Hongyin Zhu

Found 14 papers, 1 papers with code

Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks

no code implementations24 Mar 2024 Hongyin Zhu

Graph data, also known as complex network data, is omnipresent across various domains and applications.

Node Classification

MetaAID 2.5: A Secure Framework for Developing Metaverse Applications via Large Language Models

no code implementations22 Dec 2023 Hongyin Zhu

Our goal is to educate users and strengthen their defense capabilities through exposure to a comprehensive simulation system.

Climate Change from Large Language Models

no code implementations19 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.

Prompt Engineering

Reranking Passages with Coarse-to-Fine Neural Retriever Enhanced by List-Context Information

no code implementations23 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.

Information Retrieval Retrieval

Extracting Relational Triples Based on Graph Recursive Neural Network via Dynamic Feedback Forest Algorithm

no code implementations22 Aug 2023 Hongyin Zhu

Extracting relational triples (subject, predicate, object) from text enables the transformation of unstructured text data into structured knowledge.

Dependency Parsing named-entity-recognition +3

FQP 2.0: Industry Trend Analysis via Hierarchical Financial Data

no code implementations5 Mar 2023 Hongyin Zhu

For this reason, we introduce the method of industry trend analysis from two perspectives of explicit analysis and implicit analysis.

Financial data analysis application via multi-strategy text processing

no code implementations25 Apr 2022 Hongyin Zhu

The financial industry contains a wide variety of data, such as financial statements, customer information, stock trading data, news, etc.

MetaAID: A Flexible Framework for Developing Metaverse Applications via AI Technology and Human Editing

no code implementations4 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.

MetaOnce: A Metaverse Framework Based on Multi-scene Relations and Entity-relation-event Game

no code implementations20 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.

Relation

Pre-training Language Model Incorporating Domain-specific Heterogeneous Knowledge into A Unified Representation

no code implementations2 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.

Language Modelling Triple Classification

Structural block driven - enhanced convolutional neural representation for relation extraction

no code implementations21 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.

Relation Relation Extraction +1

CFS: A Distributed File System for Large Scale Container Platforms

3 code implementations8 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

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