The power of context: Random Forest classification of near synonyms. A case study in Modern Hindi

A study using Random Forest classification on Hindi word embeddings demonstrates that usage patterns can reveal the linguistic origins of synonyms, distinguishing between Sanskrit and Perso-Arabic roots despite similar meanings. This finding underscores the importance of contextual cues in understanding subtle differences in language, offering insights into how historical origin influences semantic framing for developers working with natural language processing systems.

Read the full article at arXiv cs.CL (NLP)

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