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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:
收藏
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浏览/下载:46/0
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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
AugGPT: Leveraging ChatGPT for Text Data Augmentation
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2025, 卷号: PP, 期号: 99
作者:
Dai, Haixing
;
Liu, Zhengliang
;
Liao, Wenxiong
;
Huang, Xiaoke
;
Cao, Yihan
Adobe PDF(1043Kb)
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收藏
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浏览/下载:82/18
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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: PP, 期号: 99
作者:
Wu, Zihao
;
Zhang, Lu
;
Cao, Chao
;
Yu, Xiaowei
;
Liu, Zhengliang
Adobe PDF(6388Kb)
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收藏
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浏览/下载:39/3
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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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收藏
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浏览/下载:28/2
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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
LLM-HD: Layout Language Model for Hotspot Detection with GDS Semantic Encoding
会议论文
PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024
作者:
Chen, Yuyang
;
Wu, Yiwen
;
Wang, Jingya
;
Wu, Tao
;
He, Xuming
Adobe PDF(1643Kb)
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收藏
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浏览/下载:218/7
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提交时间:2024/12/27
Benchmarking
Binary images
Image coding
Modeling languages
Natural language processing systems
Problem oriented languages
Complex designs
Detection approach
Down-scaling
Encodings
Hotspot detections
Language model
Market constraints
Pattern-matching
Technology nodes
Time to market
Applications and Concerns of ChatGPT and Other Conversational Large Language Models in Health Care: Systematic Review
期刊论文
JOURNAL OF MEDICAL INTERNET RESEARCH, 2024, 卷号: 26, 页码: e22769
作者:
Wang, Leyao
;
Wan, Zhiyu
Adobe PDF(750Kb)
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收藏
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浏览/下载:234/2
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提交时间:2024/12/16
large language model
ChatGPT
artificial intelligence
natural language processing
health care
summarization
medical knowledge inquiry
reliability
bias
privacy
Efficient Detection of Toxic Prompts in Large Language Models
会议论文
PROCEEDINGS OF THE 39TH IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATED SOFTWARE ENGINEERING, Sacramento, CA, USA, October 28, 2024 - November 1, 2024
作者:
Liu, Yi
;
Yu, Junzhe
;
Sun, Huijia
;
Shi, Ling
;
Deng, Gelei
Adobe PDF(3662Kb)
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收藏
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浏览/下载:337/8
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提交时间:2024/09/08
Modeling languages
Natural language processing systems
Problem oriented languages
Program debugging
Steganography
Black boxes
Chatbots
Detection methods
Efficient detection
Grey-box
High-accuracy
Language model
Language processing
Natural languages
Safety mechanisms
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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收藏
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浏览/下载:115/2
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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
Performance evaluation of Reddit Comments using Machine Learning and Natural Language Processing methods in Sentiment Analysis
会议论文
ARXIV, null,null,SINGAPORE, AUG 03-06, 2024
作者:
Zhang, Xiaoxia
;
Qi, Xiuyuan
;
Teng, Zixin
Adobe PDF(1710Kb)
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收藏
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浏览/下载:151/1
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提交时间:2024/06/17
Sentiment Analysis
Machine Learning
Natural Language Processing
Reddit
RoBERTa
Reversible jump attack to textual classifiers with modification reduction
期刊论文
MACHINE LEARNING, 2024
作者:
Ni, Mingze
;
Sun, Zhensu
Adobe PDF(3428Kb)
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收藏
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浏览/下载:411/38
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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
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