Enhancing Scalability and Performance in Deep Recommendation Systems with EVStore
EVStore presents a novel approach to scaling embedding tables in deep recommendation systems, offering a three-layer caching system that optimizes storage and caching capabilities. By leveraging groupability-aware caching, mixed-precision caching, and embedding approximation, EVStore achieves lighte
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Exploring Connotative Meaning and Translation Issues in Language
Delve into the nuances of connotative meaning through allusive, collocation, and reflected meanings. Discover how translation challenges arise due to cultural nuances and connotations, as exemplified by various expressions and word associations. Explore the significance of appropriate collocations i
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Developing a New Measure of Relationship Maintenance in the Facebook Age
This study focuses on the development and validation of a new measure of relationship maintenance in the context of Facebook. It addresses the limitations of existing measures that emphasize strong-tie relationships and collocation, which may not apply to the diverse nature of Facebook connections.
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Understanding Verb Disambiguation through Collocation Patterns
Verbs in natural language are highly ambiguous, posing challenges for word sense disambiguation projects. This article introduces the role of phraseological norms and exploitations in distinguishing between different senses of verbs by analyzing collocation patterns. Through Corpus Pattern Analysis,
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Specialized Dictionaries in Translation: Types and Functions
This informative content delves into the typology of specialized dictionaries, focusing on syntagmatic specialized dictionaries like construction, collocation, and idiom dictionaries. It explains how construction dictionaries specify possible complements for lemmas, while collocation dictionaries hi
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