11 - Guest Lecture Flashcards
What are Modifiers and name examples?
- One word changed by another
- Very sunny (several times sunny)
- Big plane (Jumbo)
- Not sunny (Cloudy)
What is a Homonym and name examples?
- One word with different meanings
- Set of dishes, Set of wind, movie set, tv set, tennis set
What is a Synonym and name examples?
- Different word with same meanings
- Animal, Creature, Beast, Pet
What is an Antonym and name examples?
- Words with opposite meanings
- Day and Night, In and out, Big and small
What is an Auto Antonym and name examples?
- One word with two opposite meanings
- Running fast and stuck fast
- He left the house and he left his key
What is an Idiom and name examples?
- Sequence of words that have meaning that is not derived from
- A piece of cake
- Spill the beans
What is meaning and semiotics?
- Semiotics (also calles semiotic studies) is the study of sign processes (Semiosis) and meaning making
What is the Semiotic Triangle?
- Symbol means Meaning
- Meaning determine Denotation
- Symbol denotes Denotation
What are the levels of meaning?
- Phrase (context-free meaning)
- Utterance (meaning in context)
- Communication (intentional meaning)
- Example: This red apple is very delicious. Receiver creates a picture in the inner mind
What is Phrase (context-free meaning)?
- Could be uses in different situations - ambiguous meaning
- Types: All shades of red, all grades of delicious, all grades of ripeness
What is Utterance (meaning in context)?
- Specific (potentially subjective) - Less ambiguous meaning
- Entities: Specific red apple, subjective red, subjective delicious, specific ripeness
What is Communication (intentional meaning)?
- Used in a specific situation
- This red apple is very delicious. You should also try one, too!
What is important about context?
- Different “strength” of meaning in different contexts
- Cold - Noth pole and Maldives
- Big - Elephant and Bacteria
What is Qualia?
- Different Meanings to different people
- Subjective association of words to physical properties - subjective color perception
- Black blue or gold white dress
What senses have Qualia?
- All senses have Qualia
- Sight (vision)
- Hearing (audition)
- Taste (gestation)
- Smell (olfaction)
- Touch (tactition)
How to distinguish between synonyms?
- “The mighty ruler puts the wooden ruler on the table”
- Synonyms can usually only be used in certain contexts
- Words have paradigmatic relation if they appear in similar contexts
How does automatic tagging of articles work?
- Determine keywords
- IQE these keywords
- Query against existing tag-database
How does show related articles work?
- Determine keywords
- IQE these keywords
- Query with AND/Confidence for keywords and OR for Synonyms against other documents
What are Associations?
Associations are mental connections between words
How to Topic Detection in Text?
- Compute Association Strength of words
- Build word cluster based on “Associate Strength” and “Associative Gravity”
- Segment text