This is our fabulous schedule. We'll attempt to keep with it, but it is subject to modification.

Date Topic Readings
(to be read by this class)
Notices &
Assignments
Reference Material (not required reading)
9/27/12
Introduction to
Language Acquisition
(pdf)

(1) Jackendoff 1994: 3-34 [Ch 1, 2, 3]

(2) O'Grady 2005: 164-175

(3) Goodluck 2010 - nativist perspective on language acquisition

(4) O'Grady 2012 - review of alternate hypotheses to UG

(5) * Yang (2010 Ms) - Zipfian distributions in language (esp. section 2 & conclusion)

(6) * Kurumada et al. (2012 Ms) - Zipfian distributions can be helpful

~~~

10/2/12
The Mechanism of Language Learning + Some Methods
(pdf)

(1) Marr (1982): Ch.1 (only pp. 24-29 [pp.12-14 of pdf])

(2) Pearl & Goldwater (forthcoming)

Emailed discussion questions due (1) * Kidd et al. (2010): infant looking time preferences

(2) Clark & Sakas (2011): short overview of the utility of comp modeling

(3) Pearl (2010): how & when to use comp modeling

(4) Frank (2012 Ms): Overview of comp modeling in language acquisition

(5) Romberg & Saffran (2010): overview of infant statistical learning abilities

(6) Aslin & Newport (forthcoming): overview of infant & adult statistical learning abilities

(7) * Denison et al. (forthcoming): probabilistic reasoning in infants

(8) Roseberry et al. (2011): domain-general statistical learning in infants

(9) * Davis et al. (2011): probability matching in 10-month-olds

(10) * Bonawitz et al. (2011): simple sequential algorithm for approximating Bayesian inference

(11) * Gweon et al. (2010): infant sensitivity to the sampling environment

(12) Perfors et al. (2011): Bayesian tutorial for cognitive development

(13) Gopnik & Tenenbaum (2007): overview of Bayesian inference & cognitive development + Gopnik & Schultz (2007): humorous exchange about Bayes nets and cog dev

(14) Kemp, Perfors, & Tenenbaum (2007): hierachical Bayesian overview

(15) * Dewar & Xu (2010): infant formation of overhypotheses

(16) Perfors (2012): how to use Bayesian modeling

~~~
10/4/12 Speech Perception I
(pdf)

(1) * Dietrich, Swingley, & Werker (2007)

Emailed discussion questions due (1) Werker (1995): background on phoneme perception

(2) Swingley (2009): general overview, plus a section on the sounds of words

(3) The Linguistic Genius of Babies (up through 10:15 is a good general overview)

(4) Casserly & Pisoni (2010): general overview of speech perception & production

(5) * Yoshida et al. (2010): 10-month-old infant phoneme discrimination abilities

(6) * Maye et al. (2002): infant sensitivity to bimodal distributions

(7) * Vallabha et al. (2007): identifying vowels from acoustic data

(8) Monahan & Idsardi (2010): biological plausibility of extracting phonetically relevant info from acoustic data

~~~
10/9/12 Speech Perception II
(pdf)
(1) * Feldman, Griffiths, & Morgan (2009) Emailed discussion questions due (1) * Elsner et al. (2012): learning phon categories and words from child-directed speech

(2) * Feldman et al. (2011): human learner sensitivity to word context of a sound

(3) Feldman et al. (2013): longer version of Feldman et al. (2009)

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10/11/12 Phonology
(pdf)
(1) * Dillon et al. (forthcoming) Emailed discussion questions due ~~~
10/16/12 Word Segmentation I
(pdf)

(1) * Gambell & Yang (2006 Ms)

Emailed discussion questions due (1) Sondregger (2008 Ms): overview of infant word segmentation behavior & strategies

(2) Saffran, Aslin, & Newport (1996): infant probability

(3) Gomez & Gerken (2000): artificial language expts

(4) Finn & Hudson Kam (2008): issues with adults in artificial language expts

(5) Onnis et al. (2005): issues with adults in artificial language expts

(6) * Johnson & Tyler (2010): issues with infant sensitivity to trans prob

(7) * Lew-Williams et al. (2011): utility of isolated words for word seg

(8) * Mersad & Nazzi (2012): utility of familiar words in word seg

(9) * Swingley (2005): word seg model using mutual information over syllables

(10) * Blanchard et al. (2010): cog plausible inference with phonotactic constraints

(11) * Goldwater et al. (2009): ideal learner

(12) * Johnson & Goldwater (2009): ideal learner

(13) * Willits et al. (2009): morpheme tracking

(14) * Lignos (2011): word seg model that matches aspects of human performance

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10/18/12
Word Segmentation II
(pdf)
(1) * Pearl, Goldwater, & Steyvers (2011) Emailed discussion questions due (1) Pearl, Goldwater, & Steyvers (2010): shorter version of 2011 paper

(2) Fleck (2008)

(3) Hewlett & Cohen (2009)

(4) * Daland & Pierrehumbert (2011): word seg model based on diphones

(5) * McInnes & Goldwater (2011): word seg from acoustic input

(6) * Phillips & Pearl (2012): constrained Bayesian word seg over syllables

(7) * Borschinger & Johnson (2011): particle filter for Bayesian word seg

(8) * Frank et al. (2010) Cognition: Bayesian model matching human word seg performance

(9) * Frank et al. (2010) CogSci Conf: experimental support that learners are looking for lexicons

~~~
10/23/12 Word-Meaning Mapping I
(pdf)
(1) * Frank, Goodman, & Tenenbaum (2009)

Emailed discussion questions due (1) Swingley (2012): intro to word meaning learning, from the cog dev perspective

(2) * Bergelson & Swingley (2012): time course of word learning

(3) * Graf Estes et al. (2011): constraints on word labels

(4) * Medina et al. (2011): against cross-situational learning

(5) * Smith & Yu (2008): infant cross-situational learning

(6) * Ramscar et al. (2011): for cross-situational learning, but with differences between kids and adults

(7) * Frank et al. (forthcoming): using social cues for word learning

(8) * Fazly et al. (2010): probabilistic model of word-meaning mapping for more than just nouns

~~~

10/25/12 Word-Meaning Mapping II
(pdf)
(1) * Xu & Tenenbaum (2007)
Emailed discussion questions due (1) * Gagliardi et al. (2012): incorporating grammatical category information

(2) * Xu & Tenenbaum (2007 Dev Sci): children's sensitivity to where the samples come from

~~~
10/30/12
Grammatical Categories
(pdf)
(1) * Mintz (2003)
Emailed discussion questions due

First reaction paper should be submitted to instructor no later than 11:59pm 10/30/12
(1) * Mintz (2006): infant sensitivity to FFs

(2) * Wang & Mintz (2010): why FFs work

(3) * Chemla et al. (2009): the importance of frames vs. trigrams, FFs in other languages

(4) * Weisleder & Waxman (2010): Spanish FFs

(5) Wang et al (2010) presentation: Turkish & German FFs

(6) * Stumper et al. (2011): German FFs

(7) * Liebbrandt & Powers (2010): Issues with Dutch FFs

(8) * Wang & Mintz (2008): online learning of FFs

(9) * Syrett & Lidz (2010): identifying more complex grammatical category information

(10) * Lany & Saffran (2011): other cues to grammatical category that children use

~~~
11/1/12
Morphology
(pdf)
(1) * Gagliardi et al. (2012) Emailed discussion questions due
(1) * Gagliardi et al. (2012 Ms): experimental data on noun classification

~~~
11/6/12
Morphosyntax
(pdf)
(1) * Yang (2010 Ms)
Emailed discussion questions due
(1) Yang (2011): shorter version of Yang (2010 Ms)

(2) * Kowalski & Yang (2012): child vs adult usage of verbs

~~~
11/8/12 Poverty of the Stimulus I
(pdf)
(1) * Gerken (2006)

Emailed discussion questions due (1) Pinker (2004): overview of poverty of the stimulus

(2) * Gerken (2010): more on infant reasoning in cases of subset-superset ambiguity

~~~
11/13/12 Poverty of the Stimulus II: Against
(pdf)
(1) Pullum & Scholz (2002) Emailed discussion questions due (1) * Legate & Yang (2002): quantifying the learnability of a particular phenomenon

(2) * Hsu & Chater (2010): another way to quantify the learnability of a particular phenomenon

(3) Crain & Pietroski (2002): difficult linguistic knowledg

(4) * Reali & Christiansen (2005): statistical learning of y/n questions

(5) * Kam et al. (2008): problems with statistical learning of y/n questions

(6) Pullum (2011): more recent comments on Chomky's approach to UG + Brenchley & Lobina (2011): reply to Pullum's comments + video of Chomsky's comments in London

~~~
11/15/12

NO CLASS

Be working on the reading for next time, and thinking about your second reaction paper and final paper
~~~
11/20/12
Poverty of the Stimulus + Syntax I: Structure dependence
(pdf)
(1) * Perfors, Tenenbaum, & Regier (2011) Emailed discussion questions due (1) Perfors, Tenenbaum, & Regier (2006): shorter version of Perfors et al. (2011)

(2) Berwick et al. (2011): reply to Perfors, Tenenbaum, & Regier (among others)

~~~
11/22/12

NO CLASS - Happy Thanksgiving!

~~~
11/27/12
Poverty of the Stimulus + Syntax II: Anaphoric one
(pdf)
(1) * Pearl & Mis (2012 Ms) Emailed discussion questions due
(1) Pearl & Mis (2011) Cog Sci: shorter version of Pearl & Mis (2012 Ms)

(2) * Lidz, Waxman, & Freedman (2003): 18-month-olds know anaphoric one

(3) * Regier & Gahl (2004): Bayesian learning of anaphoric one using ambiguous data

(4) * Foraker et al. (2009): Bayesian learning of anaphoric one using linguistic knowledge

(5) * Pearl & Lidz (2009): learners can only use some ambiguous data

~~~
11/29/12 Poverty of the Stimulus + Syntax III: Syntactic islands
(pdf)
(1) * Pearl & Sprouse (forthcoming) Emailed discussion questions due
(1) Pearl & Sprouse (forthcoming) chapter: shorter version of Pearl & Sprouse (forthcoming)

(2) Phillips (forthcoming): response to Pearl & Sprouse (forthcoming) chapter

(3) * Gagliardi et al. (2012 Ms): infant acquisition of filler-gap dependencies

~~~
12/4/12
Complex Systems I
(pdf)
(1) Pearl & Lidz (forthcoming): intro to parameters (particularly sections 1 & 2)

Emailed discussion questions due

Second reaction paper should be submitted to instructor no later than 11:59pm 12/4/12
(1) Baker (2008): macro vs. micro parameters

(2) Nevins (2010): constraints on phonological grammars

(3) Lasnik & Lohndal (2010): current approached to parameters

(4) Lightfoot (2010): using cues to learn parameters

(5) O'Grady (2005) pp.120-142: Some difficult syntactic phenomena

(6) * Mitchener & Becker (2011): learning about raising vs. control verbs

(7) Lidz (2010): constituents, bare plurals, ditransitive verbs

(8) * Viau & Lidz (2011): ditransitive verbs

~~~
12/6/12
Complex Systems II
(pdf)
(1) * Yang (2004) Emailed discussion questions due

Final paper meeting with instructor completed no later than 12/6/12

(1) Yang (2010): overview of comp modeling for parameter-style acquisition

(2) * Hadley et al. (2011): support for variational learning

(3) * Pelham (2011): ambiguity makes learning more difficult

(4) * Legate & Yang (2007): learning optional infinitives with variational learning

(5) * Freudenthal et al. (2010): against variational learning for optional infinitives

(6) * Pearl (2008): unambiguous data in metrical phonology

(7) * Pearl (2011): learning metrical phonology parameters

(8) Pearl (2009): shorter version of Pearl (2011)

(9) * Legate & Yang (2011): productivity & metrical phonology

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12/13/12 Final Paper

Final paper emailed to instructor no later than 11:59pm 12/13/12