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AugGPT: Leveraging ChatGPT for Text Data Augmentation
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2025, 卷号: 11, 期号: 3, 页码: 907-918
作者:
Dai, Haixing
;
Liu, Zhengliang
;
Liao, Wenxiong
;
Huang, Xiaoke
;
Cao, Yihan
Adobe PDF(1043Kb)
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浏览/下载:185/30
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提交时间:2025/03/14
Contrastive Learning - Data assimilation - Spatio-temporal data
Augmentation methods - Data augmentation - Few-shot learning - Language model - Language processing - Large language model - Natural language processing - Natural languages - Sample sizes - Text data
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2025, 卷号: 11, 期号: 3, 页码: 1027-1041
作者:
Wu, Zihao
;
Zhang, Lu
;
Cao, Chao
;
Yu, Xiaowei
;
Liu, Zhengliang
Adobe PDF(6388Kb)
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浏览/下载:54/8
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提交时间:2025/02/28
Inference engines
Intelligent systems
Network security
Problem oriented languages
Unified Modeling Language
Language inference
Language model
Language processing
Large language model
Natural language inference
Natural language processing
Natural languages
Performance
Radiology reports
Spatial enhanced multi-level alignment learning for text-image person re-identification with coupled noisy labels
期刊论文
MULTIMEDIA SYSTEMS, 2025, 卷号: 31, 期号: 2
作者:
Jiacheng Zhao(赵佳程)
;
Haojie Che(车浩杰)
;
Yongxi Li(李泳锡)
Adobe PDF(1617Kb)
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浏览/下载:78/4
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提交时间:2025/03/12
Adversarial machine learning
Contrastive Learning
Feature extraction
Image coding
Image denoising
Natural language processing systems
Optical character recognition
Query languages
Structured Query Language
Cross-modal
Cross-modal alignment
Language description
Multilevels
Natural languages
Noisy correspondence
Noisy labels
Person re identifications
Text images
Text-image person re-identification
MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning
会议论文
2025 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), Tucson, AZ, USA, 26 Feb.-6 March 2025
作者:
Chenyu Wang
;
Weixin Luo
;
Sixun Dong
;
Xiaohua Xuan
;
Zhengxin Li
Adobe PDF(2982Kb)
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浏览/下载:36/4
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提交时间:2025/04/14
Agent learning
Agent systems
Application scenario
External tools
Language comprehensions
Language generation
Language model
Multi-modal
Natural languages
Performance
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2025, 卷号: 31, 期号: 1, 页码: 1301-1311
作者:
Chen, Nan
;
Zhang, Yuge
;
Xu, Jiahang
;
Ren, Kan
;
Yang, Yuqing
Adobe PDF(16656Kb)
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浏览/下载:298/41
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提交时间:2024/10/11
Large datasets
Natural language processing systems
Spatio-temporal data
Visual languages
Visualization
Automatic visualization
Benchmark
Language model
Language processing
Language visualization
Large language model
Natural languages
Processing design
Visual data analysis
Visualization evaluation
Performance Evaluation of Reddit Comments Using Machine Learning and Natural Language Processing Methods in Sentiment Analysis
会议论文
MECHANISMS AND MACHINE SCIENCE, Singapore, Singapore, August 3, 2024 - August 6, 2024
作者:
Zhang, Xiaoxia
;
Qi, Xiuyuan
;
Teng, Zixin
收藏
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浏览/下载:62/0
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提交时间:2025/02/12
Adversarial machine learning
Contrastive Learning
Natural language processing systems
Fine grained
Language processing
Learning languages
Machine-learning
Natural language processing
Natural languages
Performances evaluation
Reddit
RoBERTa
Sentiment analysis
Research on Enhanced Graph Neural Network for Automated Knowledge Graph Construction
会议论文
2024 5TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTER APPLICATION (ICMLCA), Hangzhou, China, 18-20 Oct. 2024
作者:
Qianyu Chen
Adobe PDF(774Kb)
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浏览/下载:136/2
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提交时间:2024/11/28
Graph algorithms
Graph neural networks
Neural network models
Attention mechanisms
Automated methods
Downstream applications
Graph construction
Graph neural networks
Knowledge graph construction
Knowledge graphs
Language processing
Natural languages
Process data
Reversible jump attack to textual classifiers with modification reduction
期刊论文
MACHINE LEARNING, 2024, 卷号: 113, 期号: 9, 页码: 5907-5937
作者:
Ni, Mingze
;
Sun, Zhensu
;
Liu, Wei
Adobe PDF(3428Kb)
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收藏
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浏览/下载:452/52
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提交时间:2024/05/11
Artificial intelligence
% reductions
Adversarial learning
Deterministics
Language processing
Metropolis Hastings
Natural language processing
Natural languages
Processing model
Reversible jump
Textual attack
Next-Word Prediction: A Perspective of Energy-Aware Distributed Inference
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5695-5708
作者:
Shangshang Wang
;
Ziyu Shao
;
John C.S. Lui
Adobe PDF(7221Kb)
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收藏
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浏览/下载:258/0
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提交时间:2023/09/22
Budget control
E-learning
Economic and social effects
Energy utilization
Forecasting
Inference engines
Learning algorithms
Learning systems
Modeling languages
Natural language processing systems
Numerical methods
Quality control
Computational modelling
Distributed inference
Edge natural language processing
Energy-consumption
Language processing
Natural language processing
Natural languages
Next-word prediction
On-line controls
Online learning
Predictive models
Quality of experience
Quality-of-service
Word prediction
LinkPrompt: Natural and Universal Adversarial Attacks on Prompt-based Language Models
会议论文
2024 ANNUAL CONFERENCE OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Hybrid, Mexico City, Mexico, June 16, 2024 - June 21, 2024
作者:
Xu Y(徐悦)
;
Wang WJ(王雯婕)
Adobe PDF(893Kb)
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收藏
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浏览/下载:431/3
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提交时间:2024/03/21
Computational linguistics
Learning algorithms
Learning systems
Natural language processing systems
Down-stream
Fine tuning
Gradient based
Language model
Language processing
Learning paradigms
Model training
Natural languages
Optimisations
Performance
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