Large language models are becoming essential tools not only in research but also in practical applications. However, comparing and evaluating them is…
Large Language Model
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In recent years, the advancement of artificial intelligence has opened doors for the research and development of open large language models (Open…
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In recent years, the development of large language models has brought significant advancements in the field of Artificial Intelligence. Google, one of…
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Advancements in Vectorization Techniques in Natural Language Processing
bởi Duy Hobởi Duy Ho 24 xemIn the field of Natural Language Processing (NLP), one of the greatest challenges is representing text data in numerical forms that can…
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In the field of natural language processing (NLP), the segmentation of text into smaller units known as tokens has become crucial and…
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Effectiveness and Challenges of Data Labeling in Natural Language Processing
bởi Duy Hobởi Duy Ho 13 xemIn the realm of Natural Language Processing (NLP), the task of data labeling for training holds pivotal importance in crafting reliable and…
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Understanding the Strengths and Limitations of Tokenization and Vectorization in NLP
bởi Duy Hobởi Duy Ho 51 xemIn the field of Natural Language Processing (NLP), the processes of Tokenization and Vectorization play crucial roles. Not only do they aid…
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Evolution of Natural Language Processing: From Bag of Words to Transformer
bởi Duy Hobởi Duy Ho 12 xemIn the brief history of machine learning, applying methods and models to process Natural Language (NLP) has undergone an incessant journey. From…
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The Dominance of Vectorization Methods in Natural Language Processing (NLP)
bởi Duy Hobởi Duy Ho 26 xemIn the realm of natural language processing (NLP), the evolution of machine learning methods has led to significant progress in text comprehension…
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Enhancing Transformer Model Performance: In-depth Analysis and Practical Applications
bởi Duy Hobởi Duy Ho 7 xemIn today’s era of machine learning and artificial intelligence, understanding and optimizing models like the Transformer is crucial to maximizing the potential…