General information metrics for improving AI model training efficiency
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DOI: 10.1007/s10462-025-11281-z
Abstract: To address the growing size of AI model training data and the lack of a universal data selection methodology–factors that significantly drive up training costs–this paper presents the General Information Metrics Evaluation (GIME) method. GIME… read more here.
Keywords: training; general information; information metrics; model ... See more keywords
General Information
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Dental Research"
DOI: 10.1093/bja/aev522
Abstract: Conference Objectives OECC/PSC 2019 conference will be held during July 7-11, 2019 at Fukuoka International Congress Center, Japan. The conference brings together international leading researchers, scientists and engineers who are actively working in lasers and… read more here.
Keywords: general information; conference;
General Information on Clinical Psychopharmacology in China.
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DOI: 10.1097/jcp.0000000000000855
Abstract: The First Stage: From 1950 to 1980 Since the synthesis of chlorpromazine and its use in the treatment of mental illnesses, China thoroughly replicated most psychotropic drugs marketed abroad. During these early years, China did… read more here.
Keywords: general information; information clinical; psychopharmacology china; psychopharmacology ... See more keywords
Copyright Protection of General Information via Simulation Task Supervision
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2025.3638667
Abstract: Large language models (LLMs) have exceptional linguistic capabilities, but their ability to verbatim reproduce copyrighted data from high-quality training datasets raises concerns about improper exploitation through artificial intelligence (AI) data traceability. Such copyrighted data may… read more here.
Keywords: simulation task; information; general information; copyrighted data ... See more keywords