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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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收藏
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浏览/下载:55/8
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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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收藏
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浏览/下载:79/4
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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
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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收藏
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浏览/下载:299/42
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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:64/0
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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
No Need to Lift a Finger Anymore? Assessing the Quality of Code Generation by ChatGPT
期刊论文
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2024, 卷号: 50, 期号: 6, 页码: 1548-1584
作者:
Liu, Zhijie
;
Tang, Yutian
;
Luo, Xiapu
;
Zhou, Yuming
;
Zhang, Liang Feng
Adobe PDF(1425Kb)
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收藏
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浏览/下载:406/1
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提交时间:2024/05/11
Automatic programming
C (programming language)
Codes (symbols)
Computational linguistics
Electronic mail
Job analysis
Natural language processing systems
Quality control
Software engineering
>
Chatbots
Code
Codegeneration
Complexity theory
Language model
Large language model
Security
Task analysis
Transformer
Xmlns:mml='
Xmlns:xlink='
Xmlns:xsi='
Large Language Model
ChatGPT
Code Generation
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:259/0
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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:432/3
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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
IMAGE CLUSTERING VIA THE PRINCIPLE OF RATE REDUCTION IN THE AGE OF PRE-TRAINED MODELS
会议论文
12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024
作者:
Chu, Tianzhe
;
Tong, Shengbang
;
Ding, Tianjiao
;
Dai, Xili
;
Haeffele, Benjamin D.
Adobe PDF(38509Kb)
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收藏
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浏览/下载:173/1
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提交时间:2024/08/23
Image enhancement
Large datasets
Natural language processing systems
Reduction
Visual languages
Clusterings
Effective solution
Image clustering
Language processing
Learning languages
Machine learning problem
Natural languages
Paradigm shifts
Rate reduction
Visual representations
Prompt-based Generation of Natural Language Explanations of Synthetic Lethality for Cancer Drug Discovery
会议论文
2024 JOINT INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS, LANGUAGE RESOURCES AND EVALUATION, LREC-COLING 2024 - MAIN CONFERENCE PROCEEDINGS, Hybrid, Torino, Italy, May 20, 2024 - May 25, 2024
作者:
Zhang, Ke
;
Feng, Yimiao
;
Zheng, Jie
Adobe PDF(1018Kb)
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收藏
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浏览/下载:187/1
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提交时间:2024/07/05
Computational linguistics
Diseases
Domain Knowledge
Natural language processing systems
Anti-cancer therapies
Anticancer drug
Cancer drug
Drug discovery
Explainability
Knowledge graphs
Language model
Natural language explanations
Pre-trained language model
Text-mining
Fortify the investment performance of crude oil market by integrating sentiment analysis and an interval-based trading strategy
期刊论文
APPLIED ENERGY, 2024, 卷号: 353
作者:
Yang, Kun
;
Cheng, Zishu
;
Li, Mingchen
;
Wang, Shouyang
;
Wei, Yunjie
Adobe PDF(5620Kb)
|
收藏
|
浏览/下载:241/0
|
提交时间:2023/11/10
Commerce
Crude oil
Data handling
Deep learning
Forecasting
Investments
Learning systems
Crude oil market
Deep learning
Interval data
Investment performance
Language processing
Natural language processing
Natural languages
Sentiment analysis
Trading risks
Trading strategies
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