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ORCID20th ICIC 2024: Tianjin, China - Part IV (LNAI)
- De-Shuang Huang, Zhanjun Si, Chuanlei Zhang:
Advanced Intelligent Computing Technology and Applications - 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part IV (LNAI). Lecture Notes in Computer Science 14878, Springer 2024, ISBN 978-981-97-5671-1
Intelligent Fault Diagnosis
- Junfei Du
, Xinyu Li, Liang Gao, Yiping Gao:
Desirable Properties Based Neural Network Explanations Evaluation Method for Fault Diagnosis. 3-16 - Jianli Ding, Yanan Yan, Jing Wang, Tantan Chen:
Variational Autoencoder and Graph Attention Root Cause Localization Model Based on Log Data and Graph Structure. 17-29 - Zengyan Ji, Liang Zhang, Wei Yan:
An Interpretable Fault Prediction Method Based on Machine Learning and Knowledge Graphs. 30-41 - Jiang Fang, Jiadong Fu, Jiyan Sun, Liru Geng, Yinlong Liu, Wei Ma:
STRCA: A Lightweight and Accurate Root Cause Analysis System Based on 5G Signalling Trace. 42-53 - Peijian Zeng, Nankai Lin, Jianghao Lin, Aimin Yang, Liheng Hou, Maohua Lu:
Fault Diagnosis of Rotating Equipment Unbalance Problem Based on Denoising Stacked Autoencoders. 54-65 - Yubo Zhao, Qi Liang, Zijian Tian:
ConvNeXt-BiGRU Rolling Bearing Fault Detection Based on Attention Mechanism. 66-76 - Mingjue Li, Qiucen Li, Zhikui Chen:
PBAFS: Preference-Based Active Feature Selection for Fault Diagnosis and Prevention of HVAC Systems. 77-88 - Dongqi Xu, Xu Wu, Ningjiang Chen, Changjian Liu:
MicroDACP: Microservice Fault Diagnosis Method Based on Dual Attention Contrastive Learning and Graph Attention Networks. 89-100 - Ying Liu, Wei Zhang, Xiaoling Luo, Yun Zhang, Hong Qu:
SpikeFusionNet: A Hybrid Approach to Robotic Fault Diagnosis Using Spiking Neural Dynamics. 101-112 - Zhihua Xie, Liang Jin:
Non-stridden Convolution and Bidirectional Cross-Scale Features Fusion Network for Steel Surface Defect Detection. 113-124 - Min Li, Hongli Cui, Meiling Luo, Ting Ke:
A Lightweight Physics-Informed Neural Network Model Based on Causal Discovery for Remaining Useful Life Prediction. 125-136 - Ting Ke, Wenlong Zhang, Zhimin Zhang, Zhiyu Su:
An Effective Deep SVM Approach for Fault Diagnosis of 25 Hz Track Circuit. 137-147 - Min Li, Meiling Luo, Ting Ke:
Interpretable Remaining Useful Life Prediction Based on Causal Feature Selection and Deep Learning. 148-160
Natural Language Processing and Computational Linguistics
- Minxin Wu, Yufei Gong, Heping Lu, Baofeng Li, Kai Wang, Yanquan Zhou, Lei li:
Large Models and Multimodal: A Survey of Cutting-Edge Approaches to Knowledge Graph Completion. 163-174 - Juanming Shi, Qinglang Guo, Yong Liao, Yuxing Wang, Shijia Chen, Shenglin Liang:
Legal-LM: Knowledge Graph Enhanced Large Language Models for Law Consulting. 175-186 - Xiaoli Zhang, Jinhui Guo, Kun Liang, Gefei Xu:
Knowledge Graph Reasoning for Few-Shot Problems. 187-196 - Xiwen Zhou, Xiaopeng Xie, Chenlong Zhao, Lei Yao, Zhaoxia Li, Yong Zhang:
Label-Related Adaptive Graph Construction Based on Attention for Multi-label Text Classification. 197-208 - Yanjun Lu, Jionghua Yang, Xiaoqin Zhang, Luhua Feng, Haonan Liu:
TCGA: A Grid-Tagging NER Model Enhanced by Fusing Position and Region Information. 209-220 - Siyi Tang, Zhong Qian, Chengwei Liu, Peifeng Li, Qiaoming Zhu:
COVID-19 Rumor Detection Based on Heterogeneous Graph Convolutional Network with Cross-Domain Contrastive Learning. 221-232 - Dongzhen Wen, Dong Liu, Zheng Yao, He Jiang, Hongfei Lin:
A Novel World Knowledge Aware Universal Representations of Design Patterns Based on Pre-trained Language Models. 233-244 - Ke Chen, Xinyang He, Yong Zhong, Cheng Peng:
GTA: Graph Transformer Adapter. 245-256 - Jiawang Hao, Fang Kong, Junjun Kang:
Enhancing Emotion Recognition in Conversation with Dialogue Discourse Structure and Commonsense Knowledge. 257-268 - Hanwen Zhang, Juanjuan Yao, Yi'an Zhu:
Knowledge Graph Completion via Multi-feature Learning. 269-280 - Hao Wu, Xianxian Li, Peng Liu, Li-e Wang, Danping Yang, Aoxiang Zhou:
SpanMRC: Query with Entity Length for MRC-Based Named Entity Recognition. 281-293 - Hanmeng Zhong, Sheng Xu, Peifeng Li, Qiaoming Zhu:
Prompt-Based Event Coreference Resolution on Multi-dimensional Information and Auxiliary Tasks. 294-305 - Yiting Yan, Jiaxin Song, Biao Fu, Na Ye, Xiaodong Shi:
Automatic Reference-Free Fine-Grained Machine Translation Error Detection via Named Entity Recognition and Back-Translation. 306-317 - Jiawang Hao, Fang Kong, Yuanchen Shi:
Integrating Emotion and Topic in Empathetic Dialogue from Both Static and Dynamic Perspectives. 318-328 - Li He, Hayilang Zhang, Jie Liu, Kang Sun, Qing Zhang:
Zero-Shot Relation Triplet Extraction via Knowledge-Driven LLM Synthetic Data Generation. 329-340 - Wenjing Zhang, Zhaoxiang Liu, Kai Wang, Shiguo Lian:
Query Expansion and Verification with Large Language Model for Information Retrieval. 341-351 - Zeyu Teng, Zhiwei Yan, Yong Song, Xiaozhou Ye, Ye Ouyang:
Data-Driven MoE: A Data-Driven Approach to Construct MoE by a Single LLM. 352-363 - Yu Lu, Yaxin Fan, Xiaomin Chu, Peifeng Li, Qiaoming Zhu:
Recognizing Functional Pragmatics of Chinese Discourses on Multi-level Information and Ensemble Learning. 364-375 - Biqing Zeng, Junjie Liang, Yining Hua, Ruizhe Li, Huimin Deng, Yihao Peng, Ruitang Wang:
THE BAT: Thoughts Hierarchical Enhancement Beyond Arbitrary Text Style Transfer. 376-388 - Shuxiang Hou, Yurong Qian, Jiaying Chen, Jigui Zhao, Huiyong Lv, Yi Lu, Hongyong Leng:
Hierarchical Mutual Prompt for Chinese Few-Shot Event Detection. 389-397 - Yilin Song, Fang Kong, Shengjie Ji:
A Template-Driven Framework for Chinese Medical Named Entity Recognition. 398-409 - Rongkang Xu, Yongcheng Zhang, Kai Ren, Yu Huang, Xiaomei Wei:
Probabilistic Interpolation with Mixup Data Augmentation for Text Classification. 410-421 - Guoshun Yin, Peng Yang, Yao Yu, Zhongjian Hu, Dongmei Yang:
Data Expansion for Resource-Constrained Keyphrase Generation. 422-433 - Guoqi Yang, Sheng Xu, Peifeng Li, Qiaoming Zhu:
Spatial Relation Extraction on AMR Enhancement and Additional Markers. 434-445 - Chong Liu, Wenxiang Fang, Debo Cheng, Ruifang Zhai, Li Qin:
CaEXR: A Joint Extraction Framework for Causal Relationships Based on Word-Pair Network. 446-458 - Yuchen Cai, Ding Cao, Rongxi Guo, Yaqin Wen, Guiquan Liu, Enhong Chen, Jingyun Zhang:
Editing Knowledge Representation of Language Model via Rephrased Prefix Prompts. 459-470 - Yuchen Cai, Ding Cao, Rongxi Guo, Yaqin Wen, Guiquan Liu, Enhong Chen:
Locating and Mitigating Gender Bias in Large Language Models. 471-482 - Mengke Wei, Chengming Liu, Jiahao Guan, Yinghao Li, Lin Wei:
Multi-hop Segmentation for Knowledge Graph Reasoning Based on Deep Reinforcement Learning. 483-494
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