FA-RCNet: A Fused Feature Attention Network for Relationship Classification

FA-RCNet: A Fused Feature Attention Network for Relationship Classification

Relation extraction is an important task in natural language processing. It plays an integral role in intelligent question-and-answer systems, semantic search, and knowledge graph work. For this task, previous studies have demonstrated the effectiveness of convolutional neural networks (CNNs), recur...

Full description

Bibliographic Details
Main Authors:	Jiakai Tian, Gang Li, Mingle Zhou, Min Li, Delong Han
Format:	Article
Language:	English
Published:	MDPI AG 2022-12-01
Series:	Applied Sciences
Subjects:	relationship classification attentional mechanisms feature fusion
Online Access:	https://www.mdpi.com/2076-3417/12/23/12460

Similar Items

CRSAtt: By Capturing Relational Span and Using Attention for Relation Classification
by: Cong Shao, et al.
Published: (2022-11-01)

“Standard Text” Relational Classification Model Based on Concatenated Word Vector Attention and Feature Concatenation
by: Xize Liu, et al.
Published: (2023-06-01)

Focus-RCNet: a lightweight recyclable waste classification algorithm based on focus and knowledge distillation
by: Dashun Zheng, et al.
Published: (2023-10-01)

A Multiscale Self-Adaptive Attention Network for Remote Sensing Scene Classification
by: Lingling Li, et al.
Published: (2020-07-01)

FA-Net: A Fused Feature for Multi-Head Attention Recoding Network for Pear Leaf Nutritional Deficiency Diagnosis with Visual RGB-Image Depth and Shallow Features
by: Yi Song, et al.
Published: (2023-05-01)

Multi-Label Fundus Image Classification Using Attention Mechanisms and Feature Fusion
by: Zhenwei Li, et al.
Published: (2022-06-01)

Improved U-Net Remote Sensing Classification Algorithm Fusing Attention and Multiscale Features
by: Xiangsuo Fan, et al.
Published: (2022-07-01)

AFFNet: An Attention-Based Feature-Fused Network for Surface Defect Segmentation
by: Xiaodong Chen, et al.
Published: (2023-05-01)

Dynamic Convolution Self-Attention Network for Land-Cover Classification in VHR Remote-Sensing Images
by: Xuan Wang, et al.
Published: (2022-10-01)

Deep Discriminative Representation Learning with Attention Map for Scene Classification
by: Jun Li, et al.
Published: (2020-04-01)

Attention-Embedded Triple-Fusion Branch CNN for Hyperspectral Image Classification
by: Erlei Zhang, et al.
Published: (2023-04-01)

Research on Short Video Hotspot Classification Based on LDA Feature Fusion and Improved BiLSTM
by: Linhui Li, et al.
Published: (2022-11-01)

A Multi-Layer Feature Fusion Model Based on Convolution and Attention Mechanisms for Text Classification
by: Hua Yang, et al.
Published: (2023-07-01)

Subpixel Multilevel Scale Feature Learning and Adaptive Attention Constraint Fusion for Hyperspectral Image Classification
by: Zixian Ge, et al.
Published: (2022-07-01)

SAFFNet: Self-Attention-Based Feature Fusion Network for Remote Sensing Few-Shot Scene Classification
by: Joseph Kim, et al.
Published: (2021-06-01)

Fusing Deep Features by Kernel Collaborative Representation for Remote Sensing Scene Classification
by: Xiaoning Chen, et al.
Published: (2021-01-01)

A 3D-2D Multibranch Feature Fusion and Dense Attention Network for Hyperspectral Image Classification
by: Hongmin Gao, et al.
Published: (2021-10-01)

A Study of Weather-Image Classification Combining VIT and a Dual Enhanced-Attention Module
by: Jing Li, et al.
Published: (2023-03-01)

Object Detection by Attention-Guided Feature Fusion Network
by: Yuxuan Shi, et al.
Published: (2022-04-01)

FSA-FPN reconstruction method that fused self-attention mechanism based on YOLOX
by: An Henan, et al.
Published: (2023-03-01)

Heterogeneous Feature Based Time Series Classification With Attention Mechanism
by: Hanbo Zhang, et al.
Published: (2023-01-01)

Multi-Task Segmentation and Classification Network for Artery/Vein Classification in Retina Fundus
by: Junyan Yi, et al.
Published: (2023-07-01)

Lightweight safety helmet wearing detection fusing coordinate attention and multiscale feature
by: LI Zhongfei, et al.
Published: (2023-11-01)

Disease Classification Model Based on Multi-Modal Feature Fusion
by: Zhengyu Wan, et al.
Published: (2023-01-01)

Hyperspectral Image Classification Based on Dual-Scale Dense Network with Efficient Channel Attentional Feature Fusion
by: Zhongyang Shi, et al.
Published: (2023-07-01)

Arbitrary Style Transfer With Fused Convolutional Block Attention Modules
by: Haitao Xin, et al.
Published: (2023-01-01)

A Multi-Branch Feature Fusion Strategy Based on an Attention Mechanism for Remote Sensing Image Scene Classification
by: Cuiping Shi, et al.
Published: (2021-05-01)

Flower image classification based on an improved lightweight neural network with multi-scale feature fusion and attention mechanism
by: Zhigao Zeng, et al.
Published: (2023-06-01)

Compound Multiscale Weak Dense Network with Hybrid Attention for Hyperspectral Image Classification
by: Zixian Ge, et al.
Published: (2021-08-01)

A Skin Disease Classification Model Based on DenseNet and ConvNeXt Fusion
by: Mingjun Wei, et al.
Published: (2023-01-01)

A Multibranch Crossover Feature Attention Network for Hyperspectral Image Classification
by: Dongxu Liu, et al.
Published: (2022-11-01)

YOLO-RFF: An Industrial Defect Detection Method Based on Expanded Field of Feeling and Feature Fusion
by: Gang Li, et al.
Published: (2022-12-01)

ATSFCNN: a novel attention-based triple-stream fused CNN model for hyperspectral image classification
by: Jizhen Cai, et al.
Published: (2024-01-01)

Coal Flow Foreign Body Classification Based on ESCBAM and Multi-Channel Feature Fusion
by: Qiqi Kou, et al.
Published: (2023-07-01)

Two-Level Attentions and Grouping Attention Convolutional Network for Fine-Grained Image Classification
by: Yadong Yang, et al.
Published: (2019-05-01)

Multi-Scale Feature Fusion Network with Symmetric Attention for Land Cover Classification Using SAR and Optical Images
by: Dongdong Xu, et al.
Published: (2024-03-01)

Multi-Modal Representation via Contrastive Learning with Attention Bottleneck Fusion and Attentive Statistics Features
by: Qinglang Guo, et al.
Published: (2023-10-01)

Time-Series Classification Based on Fusion Features of Sequence and Visualization
by: Baoquan Wang, et al.
Published: (2020-06-01)

Dynamic Multi-Attention Dehazing Network with Adaptive Feature Fusion
by: Donghui Zhao, et al.
Published: (2023-01-01)

Fine-Grained Classification via Hierarchical Feature Covariance Attention Module
by: Yerim Jung, et al.
Published: (2023-01-01)