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Simple Hill Climbing Algorithm | Artificial Intelligence

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Issues in NLP | Artificial Intelligence | Teaching Article

  Linguistic Analysis Speech Written Language This article focuses on Written Language rather than Speech because speech could be transfigured into written form. Components in analysing Written Language Pronology : Analysing Sound / Pronunciation Morphology : Analysing Structure of Words. Example : books, booked, booking -> book, run, ran, running -> run Syntax : Grammar Semantics : Meaning of Strings and Interaction among them. Now coming to issues, Issues in Syntax "The dog ate my homework." - Who did what 1. Identify POS( Parts of Speech ) Tagging Dog : Noun, Ate : Verb, Homework : Noun Note: So far English POS tagging is up to 95% accurate but it also can be improvised. 2. Identify collocation mother in law, hot dog are single word. 3. Shallow Parsing Parse tree for the sentence "John loves Marry." 4. Anaphora Resolution The dog entered my home. It scared me. Here It refers to The dog in the first sentence. It must be resolved. 5. Preposition adjustm...