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On-device language models: A comprehensive review
The advent of large language models (LLMs) revolutionized natural language processing
applications, and running LLMs on edge devices has become increasingly attractive for …
applications, and running LLMs on edge devices has become increasingly attractive for …
Image Captioning in news report scenario
Image captioning strives to generate pertinent captions for specified images, situating itself
at the crossroads of Computer Vision (CV) and Natural Language Processing (NLP). This …
at the crossroads of Computer Vision (CV) and Natural Language Processing (NLP). This …
The new agronomists: Language models are experts in crop management
Crop management plays a crucial role in determining crop yield economic profitability and
environmental sustainability. Despite the availability of management guidelines optimizing …
environmental sustainability. Despite the availability of management guidelines optimizing …
Utilizing deep learning to optimize software development processes
This study explores the application of deep learning technologies in software development
processes, particularly in automating code reviews, error prediction, and test generation to …
processes, particularly in automating code reviews, error prediction, and test generation to …
Cross-task multi-branch vision transformer for facial expression and mask wearing classification
With wearing masks becoming a new cultural norm, facial expression recognition (FER)
while taking masks into account has become a significant challenge. In this paper, we …
while taking masks into account has become a significant challenge. In this paper, we …
Time series modeling for heart rate prediction: From arima to transformers
H Ni, S Meng, X Geng, P Li, Z Li, X Chen… - … and Informatics (EEI …, 2024 - ieeexplore.ieee.org
Cardiovascular disease (CVD) is a leading cause of death globally, necessitating precise
forecasting models for monitoring vital signs like heart rate, blood pressure, and ECG …
forecasting models for monitoring vital signs like heart rate, blood pressure, and ECG …
Large language models for mobility in transportation systems: A survey on forecasting tasks
Mobility analysis is a crucial element in the research area of transportation systems.
Forecasting traffic information offers a viable solution to address the conflict between …
Forecasting traffic information offers a viable solution to address the conflict between …
Leveraging llm for zero-day exploit detection in cloud networks
K Patil, B Desai - Asian American Research Letters Journal, 2024 - aarlj.com
Cloud network security faces challenges due to the increasing complexity and evolving
nature of cyber threats, rendering traditional rule-based monitoring systems inadequate …
nature of cyber threats, rendering traditional rule-based monitoring systems inadequate …
Fake news detection with large language models on the liar dataset
D Boissonneault, E Hensen - 2024 - researchsquare.com
The widespread dissemination of fake news poses a significant threat to the integrity of
information. Detecting fake news with high accuracy is crucial for maintaining the integrity of …
information. Detecting fake news with high accuracy is crucial for maintaining the integrity of …
Adaptive ensembles of fine-tuned transformers for llm-generated text detection
Large language models (LLMs) have reached human-like proficiency in generating diverse
textual content, underscoring the necessity for effective fake text detection to avoid potential …
textual content, underscoring the necessity for effective fake text detection to avoid potential …