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Semantic Analysis Guide to Master Natural Language Processing Part 9

Dissecting The Analects: an NLP-based exploration of semantic similarities and differences across English translations Humanities and Social Sciences Communications Healthcare professionals can develop more efficient workflows with the help of natural language processing. During procedures, doctors can dictate their actions and notes to an app, which produces an accurate transcription. NLP can also scan patient documents to identify patients who would be best suited for certain clinical trials. However, semantic analysis has challenges, including the complexities of language ambiguity, cross-cultural differences, and...

What Are Semantics and How Do They Affect Natural Language Processing? by Michael Stephenson Artificial Intelligence in Plain English

Semantic Analysis Guide to Master Natural Language Processing Part 9 In conclusion, we identify several important goals of the field and describe how current research addresses them. Among the five translations, only a select number of sentences from Slingerland and Watson consistently retain identical sentence structure and word choices, as in Table 4. The three embedding models used to evaluate semantic similarity resulted in a 100% match for sentences NO. 461, 590, and 616. In other high-similarity sentence pairs, the choice...