[ppt]powerpoint presentation - cse - iit kanpur · web viewlearning grammatical gender in an...

14
SE367 Course Project Shourya Sonkar Roy Burman (Y8487) Learning Grammatical Gender in an Artificial Language Based on Hindi

Upload: lemien

Post on 13-Jul-2018

213 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

SE367 Course ProjectShourya Sonkar Roy Burman

(Y8487)

Learning Grammatical Gender in an Artificial Language Based

on Hindi

Page 2: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

IntroductionIs grammatical gender an arbitrarily defined

categorisation?Position: No, grammatical gender is acquired by

an individual based on two cues:Distributional Cues: Co-occurrence with gender

marked articles, verbs, adjective etc. in a certain manner

Phonological Cues: Similar sounding words are acquired as same gender

Objective of the study is to support this position using an artificial language constructed using Hindi syllables and Hindi sentence structures

Page 3: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

Experiment Design

Page 4: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

The Artificial LanguageDesign similar to that of Mirkovic J., Forrest S.

& Gaskell M. G. (2011)Based on Hindi pronounceable syllablesMasculine verbs: पातु and जीमु Feminine Verbs: वज and फोस Masculine Nouns: Words with 2-3 syllables,

which have no meaning in Hindi, as checked in Google Translate.

Feminine Nouns: Words with 2-3 syllables ending with �ू or ूो, which have no meaning in Hindi, as checked in Google Translate.

Mirkovic J., Forrest S. & Gaskell M. G. (2011). Semantic Regularities in Grammatical Categories: Learning Grammatical Gender in an Artificial Language. Proceedings of the 33rd Annual Conference of the Cognitive Science Society

Page 5: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

The Artificial LanguageSentence constructions are [Noun] [verb] है!

कब� वज है!

The sentences were then recorded in the voice of a UP resident (Bimodal learning)

Modifications to the experiment suggested by Prof. Achla Raina, Department of Humanities and Social Sciences

Page 6: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

Schedule of Tasks

Day Task(s)

1 Word-picture Matching

2 Verb selectionWord-picture Matching

3Word-picture Matching

Word-picture Matching (on Generalisation set)

Verb selection

Participants: Five employees in the Hall 1 Mess

Page 7: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

Examples of TasksSize of word-picture matching dataset: 44

Size of the generalisation set: 8

Page 8: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)
Page 9: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)
Page 10: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

पातु/जीमु वज/फोस

Page 11: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

Results

Page 12: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

Word-Picture Matching (Day 1)

Page 13: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

DiscussionThe participants are learning the artificial

nouns.The learning rates differed between

individuals.

Page 14: [PPT]PowerPoint Presentation - CSE - IIT Kanpur · Web viewLearning Grammatical Gender in an Artificial Language Based on Hindi SE367 Course Project Shourya Sonkar Roy Burman (Y8487)

Thank you!