NLP practitioner, Top Exam Questions & Answers, 100% Accurate, Verified.

NLP practitioner, Top Exam Questions & Answers, 100% Accurate, Verified. Case Folding - -Uniformly changing the case of all text (all uppercase, all lowercase, etc.). Useful for word normalization and comparison but not for sentiment analysis, machine translation, and info extraction. Lemmitization - -Reduce inflections or variant forms to base form. (ex: am, are, is --> be). Morpheme - -The smallest meaningful unit that makes up a word. Includes "stems" and "affixes". Stems - -The core meaning-bearing units. Affixes - -Bits and pieces that adhere to stems. An outcome is considered to be well formed when it meets what criteria? - -Stated in the positive Measurable Within the control of the person who wants the outcome Current wins are preserved It is ecological What are cartesian co-ordinates - -What would happen if you did What would happen if you didn't What wouldn't happen if you did What wouldn't happen if you didn't Name 3 types of deletion - -Comparative deletion Simple deletion Nominalisation What is a comparative deletion - -The element you are comparing something with is missing. MiIton - You will feel much more empowered once you have identified how large your barriers are. What is a simple deletion - -Certain information is missing MIlton - You will be ready to move forward What is a nominalisation - -A process described as a static object eg our relationship Name 5 types of distortion - -Cause - effect Complex equivalences Presuppositions Lost performative Mind reading What is cause-effect - -Implies a relationship between something that will happen and something you want to happen Milton - As you hear my voice you will relax more What is a complex equivalence - -Suggests 2 things are the same Milton - successful people set goals What is a presupposition - -Part of the sentence is assumed to be true for the whole sentence to be true Milton - Do you want to tell me about your life goals before we talk about your career goals. What is a lost performative - -The person judging a value is omitted Milton - Its good to be mindful What is mind reading - -Assumes you know what someone else is thinking Milton - You will feel clearer when we have done this exercise Name 3 types of generalisation - -Universal quantifier Modal operator of necessity Modal operator of impossibility What is a universal quantifier - -Using everyone, no-one, all etc. Milton - Everyone has the best answers inside themselves What is a modal operator of necessity - -Modal Operators of Necessity are words that imply something must be done - I should go to the post office What is a modal operator of impossibility - -Modal Operators of impossibility are words that imply something can't be done - I cant go to the post office. I don't understand - challenge with Meta model - -Simple deletion What don't you understand I'm hopeless - challenge with Meta model - -Simple deletion Hopeless at what I'm depressed - challenge with Meta model - -Simple deletion How exactly are you depressed I want to be a better coach - challenge with Meta model - -Comparative deletion Better in what way You don't love me - challenge with Meta model - -Nominalisation In what way do you want to be loved I have a great relationship with my boss but not my colleague - challenge with Meta model - -Nominalisation In what way do you relate Nobody loves me - challenge with Meta model - -universal quantifier Nobody? I'm always a mess - challenge with Meta model - -Universal quantifier Always? I must get home to make dinner - challenge with Meta model - -Modal operator of necessity What would happen if you didn't I can't relax - challenge with Meta model - -Modal operator of impossibility What stops you I can't help it - challenge with Meta model - -Cause effect What makes you choose to be helpless I would do it but i'm too busy - challenge with Meta model - -cause effect I know you're busy but you still have a choice whether or not to do it She doesn't want the same as me- challenge with Meta model - -Complex equivalence Could it mean anything else