A Generic Workshop Michael Henry Tessler goo.gl/vCT19a May 20, - - PowerPoint PPT Presentation

a generic workshop
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A Generic Workshop Michael Henry Tessler goo.gl/vCT19a May 20, - - PowerPoint PPT Presentation

A Generic Workshop Michael Henry Tessler goo.gl/vCT19a May 20, 2017 co-organized with Rachel Sterken (Oslo) & Bernhard Nickel (Harvard) GENERICS Dogs bark. Birds lay eggs. Sourdough starter makes bread rise. You never know what will


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A Generic Workshop

Michael Henry Tessler May 20, 2017 co-organized with Rachel Sterken (Oslo) & Bernhard Nickel (Harvard)

goo.gl/vCT19a

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GENERICS

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Dogs bark. Birds lay eggs. Tall people are good at basketball. John swims after work. You never know what will happen on a blind date. Sourdough starter makes bread rise.

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“… do not express specific episodes or isolated facts, but instead report a kind of general property, that is, report a regularity which summarizes groups of particular episodes

  • r facts” 


(Krifka et al.,1995 in Carlson & Pelletier The Generic Book)

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Generalizations are central to human understanding

  • Distillations of concrete observations and

experiences

  • Support prediction and understanding

“Because any object or situation experienced by an individual is unlikely to recur in exactly the same form and context, psychology’s first general law should, I suggest, be a law of generalization.” 


  • Roger Shepard (1987)


Toward a Universal Law of Generalization for Psychological Science.

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Generalizations are 
 hard to acquire

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Mature asparagus is poisonous.

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Generalizations are 
 hard to acquire

  • Non-obvious relations between categories and

properties

  • Trial-and-error learning is costly
  • Relevant events may not occur often


(low base-rate probability)

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Language provides simple ways to communicate generalizations

Mature asparagus is poisonous.

  • Generics are all over the place.
  • It is believed every language can express generic meaning

(Behrens, 2005; Carlson & Pelletier, 1995)

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LAN UAGE CO NITION GENERICS

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Why are generics interesting?

People say them all the time They seem so simple Convey generalizations

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Truth Conditional Puzzles

Dogs bark. [Most dogs bark.] Birds lay eggs. [Half (i.e., female) birds lay eggs.] Mosquitos carry malaria. [Very few mosquitos carry malaria.] *Birds are female. [Half (i.e., female) birds are female.]

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Barns are red. Ravens are bigger than toasters. Bishops move diagonally. Lions roar.

Rich relations Arbitrary relations

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Philosophy Psychology Computer Science Linguistics

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this generic workshop

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Discussion questions

  • 1. What insights about genericity can be gleaned from

different methodologies 
 (experimental, philosophical, computational)?

  • 2. In building theories of genericity, what can we learn

from data/insights from language acquisition, cognitive development, social psychology, Natural Language Processing, pragmatics?

  • 3. How can theories of genericity be extended to

conceptual development and/or language acquisition? Should they be?

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Thank you, CSLI and the Concept Lab!