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上海科技大学知识管理系统
ShanghaiTech University Knowledge Management System
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Distillation of multi-class cervical lesion cell detection via synthesis-aided pre-training and patch-level feature alignment
期刊论文
NEURAL NETWORKS, 2024, 卷号: 178
作者:
Fei, Manman
;
Shen, Zhenrong
;
Song, Zhiyun
;
Wang, Xin
;
Cao, Maosong
Adobe PDF(3396Kb)
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收藏
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浏览/下载:296/8
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提交时间:2024/06/07
Cells
Classification (of information)
Cytology
Distillation
Feature extraction
Image processing
Network architecture
Automated detection
Cell detection
Cervical lesion cell detection
Cervical lesions
Detection networks
Feature alignment
Images synthesis
Knowledge distillation
Pre-training
Training model
Fine-tuning large language models for chemical text mining
期刊论文
CHEMICAL SCIENCE, 2024, 卷号: 15, 期号: 27, 页码: 10600-10611
作者:
Zhang, Wei
;
Wang, Qinggong
;
Kong, Xiangtai
;
Xiong, Jiacheng
Adobe PDF(4746Kb)
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浏览/下载:203/1
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提交时间:2024/06/24
Computational linguistics
Data acquisition
Data mining
Extraction
Knowledge management
Nuclear magnetic resonance spectroscopy
Organometallics
Computational chemists
Entity recognition
Fine tuning
Labelings
Language model
Metalorganic frameworks (MOFs)
Mining tasks
Power
Scientific literature
Text-mining
Fine-tuning ChatGPT Achieves State-of-the-Art Performance for Chemical Text Mining
预印本
2023
作者:
Zhang, Wei
;
Wang, Qinggong
;
Kong, Xiangtai
;
Xiong, Jiacheng
;
Ni, Shengkun
Adobe PDF(7104Kb)
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浏览/下载:269/64
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提交时间:2024/05/15
Chemical Text Mining
Large Language Models
ChatGPT
Fine-tune
Few-data
Knowledge Extraction
Cheminformatics
synthesis
chemical synthesis
llama
language model
MOF
NMR
reaction role
chemical procedure
paragraph
LLMs
structured data
A wireless gunshot recognition system based on tri-axis accelerometer and lightweight deep learning
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 19, 页码: 1-1
作者:
Chen, Zhicong
;
Zheng, Haoxin
;
Huang, Jingchang
;
Wu, Lijun
;
Cheng, Shuying
Adobe PDF(9029Kb)
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浏览/下载:366/0
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提交时间:2023/06/09
Deep learning
Distillation
Embedded systems
Feature extraction
Internet of things
Wireless sensor networks
Computational modelling
Deep learning
Embedded-system
Features extraction
Gunshot recognition
Knowledge distillation
Recognition systems
Time series classifications
Wireless communications
A Knowledge Graph Based Framework in Relationship Modelling and Real-time Monitoring of Market Participants
会议论文
JOURNAL OF PHYSICS: CONFERENCE SERIES, Shangri-La, China, September 11, 2020 - September 13, 2020
作者:
Cheng, Wenliang
;
Guo, Kaihao
;
Jiang, Tianpei
;
Zhang, Haipeng
Adobe PDF(564Kb)
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收藏
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浏览/下载:184/0
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提交时间:2022/12/09
Commerce
Data mining
Graphic methods
Financial markets
Betweenness centrality
Butterfly effects
Complex relationships
Event extraction
Knowledge graphs
Market participants
Real time monitoring
Unstructured data
Knowledge Graph Enhanced Event Extraction in Financial Documents
会议论文
2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), ELECTR NETWORK, DEC 10-13, 2020
作者:
Kaihao Guo
;
Tianpei Jiang
;
Haipeng Zhang
Adobe PDF(325Kb)
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浏览/下载:309/70
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提交时间:2022/11/08
Knowledge Graph
Event Extraction
Graph Neural Network
Financial Documents
Financial Events
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