Learn effective methods for fine-tuning large language models with less data and lower costs.
― 6 min read
Computer Science - Artificial Intelligence
RSSNew framework improves fairness in medical AI applications for skin lesion analysis.
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Examining biases in sentiment analysis models used in political research.
― 5 min read
Examining the difficulties of creating effective reward functions in reinforcement learning.
― 8 min read
Phi-3 models focus on safety and aligning with human values.
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Researchers use probing to understand language models' learning capabilities through causal analysis.
― 6 min read
This article explores a geometric approach to intelligence and consciousness.
― 7 min read
A new framework aims to identify inconsistencies in cellular network protocols.
― 5 min read
Granite code models improve coding efficiency with advanced long-context capabilities.
― 5 min read
A new method to enhance safety in critical systems using language models.
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A new method improves uncertainty estimation in machine learning applications.
― 5 min read
Introducing a method to enhance AI system resilience through multi-task adversarial attacks.
― 5 min read
Exploring technology to streamline the medical coding process and improve accuracy.
― 7 min read
Discover how vocabulary size influences the performance of large language models.
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Examining differential privacy and NTK regression to protect user data in AI.
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A new method creates high-quality images from layouts using no extensive datasets.
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A new approach to summarizing planning tasks enhances decision-making across daily activities.
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A new method predicts product sales during busy events using proxy data.
― 8 min read
A study on how well LLMs function as reliable knowledge bases.
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Qalam offers improved recognition for Arabic text and handwriting.
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A new approach to analyzing unstructured data using advanced querying techniques.
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Memory systems enhance robots' multitasking abilities and efficiency.
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A new model enhances trajectory prediction for self-driving cars in diverse conditions.
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A method to optimize patient data collection for better health outcomes.
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A study comparing AI models and human evaluations of scientific summaries.
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Examining how different factors interact in time series analysis.
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A new method enhances truth inference in crowdsourcing by focusing on worker behavior.
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LinkedIn's new system improves user access to relevant content and job opportunities.
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Unified-EGformer improves image quality under varying lighting conditions.
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A new benchmark assesses language models on scientific coding challenges across multiple fields.
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Introducing PG-Rainbow, a new algorithm enhancing decision-making in AI.
― 5 min read
Examining the need for diversity and inclusion in AI development.
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New method enhances machine interaction with charts for accurate question answering.
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LaMAGIC automates analog circuit design, saving time and improving accuracy for engineers.
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A new method improves recommendations by addressing user interests and noise.
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OPAL offers personalized video suggestions based on user interests.
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This paper examines backdoor attacks and their implications on machine learning security.
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New methods for optimizing choices through preference feedback in complex environments.
― 5 min read
A new method enhances prompt tuning effectiveness and interpretability.
― 8 min read
CrowdMAC improves predictions in crowd density forecasting despite incomplete data.
― 6 min read