Evolutionary Change in Motion Event Encoding in Indo-European

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    EVOLUTIONARY CHANGE ININDO-EUROPEANMOTION EVENT ENCODING

    Annemarie Verkerk

    SCCR 22/25-02-2011

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    TALMYS MOTION TYPOLOGY

    Spanish (verb-framed)La botella entr a la cueva flotandothe bottle moved.into the cave floating PATH MANNER

    Talmy (1985: 69)

    Dutch (satellite-framed)De fles dreef de grot inthe bottle floated the cave into MANNER PATHThe bottle floated into the cave

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    The typology of motion expressions revisited1

    JO HN BEA V ER S

    Department of Linguistics, The University of Texas at Austin

    BETH LEV I N

    Department of Linguistics, Stanford University

    SHI A O W EI THA M

    Department of East Asian Languages and Literatures, Wellesley College

    (Received 20 March 2008; revised 15 January 2009)

    J. Linguistics46 (2010), 331377. f Cambridge University Press 2009doi:10.1017/S0022226709990272 First published online 30 November 2009

    The Many Ways to Search for a FrogLinguistic Typology and the Expression of Motion Events

    Dan 1 Siobin

    1 INTRODUCTIONThe chapters in this volume, along with the extensive list of frog-story studies inAppendix II provide a rich database for the exploration of particular questionsof language use and acquisition. The studies reported in Part I reflect a range oflanguages of different types, making it possible to focus on the role of linguistictypology in narrative construction. l A recurrent concern in those studies is theexpression of motion, which is one of the dominant themes of Frog where areyou? In one way or another, all of the studies confront Talmy's by now familiartypology of verb-framed and satellite-framed languages (Talmy 1985, 1991,2000b). Briefly, the typology is concerned with the means of expression of thepath of movement. In verb-framed languages ( V-languages ) path is expressedby the main verb in a clause (,enter', 'exit', 'ascend', etc.), whereas in satellite-framed languages ( S-languages ) path is expressed by an element associatedwith the verb ('go in/out/up', etc.). This dichotomy has engendered a good dealof esearch and debate in the literature on motion-event descriptions over the pastdecade or SO.2 n this concluding chapter on typological perspectives I suggestthat several different sorts of factors conspire to produce a range of frog-storyvarieties. These varieties result from combined influences of linguistic structure,on-line processing, and cultural practices. Talmy's typology was designed tocharacterize lexicali zation patterns, and it has provided important insights into theoverall set of structures that define individual languages. However, the typologyalone cannot account for discourse structures, because language use is determinedby more than lexicalization patterns. t is striking how much has been learned byapplication of the V-Ianguage/S-Ianguage contrast, and it still plays a part in themix of factors considered here. But a fuller account of narrative organization willrequire attention to a range of morphosyntactic, psycho inguistic, and pragmatic

    Kyoko Hirose Ohara, Seiko Fujii and Charles J Fillmore

    to solve as you m ight have thought. Presented at the Fifthtructio n Gramm ar, Austin, Texas.. Grammatical constructions and linguistic generaliza-uction. Language 75,1-33.ot as hard a problem to solve as you might have thought.o ognitive grammar: Volume I: Theoretical prerequisites..

    nalysis of Pawnee kinship usage. Language 32,158-194.Sweetser (Eds.), Spaces, worlds, and grammar 124-156).ess.rammar, and multilinguality in the Japanese FrameNet.

    l Conference on Language Resources and Evaluation.io Ohori, Ryoko Suzuki, Hiroaki Saito Shun Ishizakiroject: An introduction. Proceedings o he 4th Interna-ources and Evaluation.minology in Hebrew: A study in Lexical Semantics. Dis-

    Revising Talmy s typolog ical classificationo complex event constructionsWilliam Croft, Johanna Barodal, Willem Hollmann,Violeta Sotirova, and Chiaki TaokaUnivers i ty of New Mexico, USA, University of Bergen, Norway,Univers i ty of Lancaster, UK, University of Nottingham, UK,and Kobe Col lege, Japan

    1. Introduction

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    Alices Adventures inWonderland (Lewis Carroll)

    Through the Looking-Glass andwhat Alice found there

    O Alquimista (Paulo Coelho)

    308 motion sentences

    PARALLEL CORPUS

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    MOTION ENCODING

    STRATEGIES Alice laughed so much at this, thatsatellite-framed: she had to run back into the wood

    for fear of their hearing her;

    verb-framed: she had to enter the wood running / at a run / quickly

    path-only: she had to enter the wood

    manner-only: she had to run in the wood

    deictic: she had to go into the woodcoordination: she had to run and go back into the wood

    subordination: she had to run to go back into the wood

    manner+path verb: she had to run+enter the wood

    other: she was in the wood

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    MOTION ENCODING IN IE

    o ri gi na ls r us si an p ol is h l it hu an ia n s we di sh g er ma n d ut ch l at vi an e ng li sh i ri sh s er bo cr oa ti an gr ee k i ta li an p or tu gu es e r om an ia n f re nc h h in di p er si an a rm en ia n a lb an ia n n ep al i

    proportion

    persentence

    0.

    0

    0.

    2

    0.

    4

    0.

    6

    0.

    8

    1.

    0

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    MOTION ENCODING IN IE

    o ri gi na ls r us si an p ol is h l it hu an ia n s we di sh g er ma n d ut ch l at vi an e ng li sh i ri sh s er bo cr oa ti an gr ee k i ta li an p or tu gu es e r om an ia n f re nc h h in di p er si an a rm en ia n a lb an ia n n ep al i

    proportion

    persentence

    0.

    0

    0.

    2

    0.

    4

    0.

    6

    0.

    8

    1.

    0

    satellite-framed

    verb-framed

    path-only

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    PHYLOGENETICCOMPARATIVE METHODS

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    PHYLOGENETIC COMPARATIVE METHODS

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    PRINCIPAL COMPONENT

    ANALYSIS

    65% of the variance is

    explained by the firstprincipal component

    Take the score of each

    language on the firstprincipal component

    -0.3 -0.2 -0.1 0.0 0.1 0.2 0.3

    -0.

    20

    -0.

    15

    -0.

    10

    -0.

    05

    0.

    00

    0.

    05

    0.

    10

    First principal component

    S

    econdprincipalcomponen

    t

    Russian

    Polish

    Lithuanian

    Dutch

    German

    English

    Irish

    Greek

    French

    Portuguese

    Armenian

    Hindi

    Albanian

    Persian

    Nepali

    Romanian

    Swedish

    Serbo-Croatian

    Italian

    Latvian

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    TESTING HISTORICAL SIGNAL

    Phylogenetic trees:

    - from Dunn et al. (2011)

    - build on lexical data (Swadesh lists)

    - estimated using a Bayesian MarkovChain Monte Carlo approach

    Tocharian BTocharian A

    Albanian G

    Greek ModAncientGreek

    Armenian Mod

    FrenchProvencalWalloonLadin

    Italian

    Catalan

    SpanishPortuguese ST

    Sardinian CRumanian List

    Latin

    Old NorseDanish

    Swedish List

    Riksmal

    FaroeseIcelandic ST

    German STDutch List

    FrisianFlemish

    Afrikaans

    Pennsylvania DutchLuxembourgishEnglish ST

    Old English

    Gothic

    Old Church Slavonic

    SlovenianSerbocroatian

    MacedonianBulgarian

    Lusatian ULusatian LSlovak

    CzechUkrainianByelorussian

    RussianPolish

    LatvianLithuanian ST

    NepaliBiB

    Kashmiri

    Kurdish

    TadzikPersian List

    Baluch

    Scots GaelicIrish B

    Welsh N

    Breton STCornish

    Hittite

    Indo-European

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    DATA + TREES

    Albanian 0.21

    Persian 0.12

    Armenian 0.13

    Modern Greek 0.06

    Nepali 0.23

    Hindi 0.06

    Serbo-Croatian 0.04

    Russian -0.25

    Polish -0.17

    Latvian -0.11 Lithuanian -0.16

    English -0.05

    Swedish -0.20

    Dutch -0.17

    German -0.15

    Portuguese 0.12 French 0.15

    Italian 0.10

    Romanian 0.12

    Irish -0.10

    1

    0.43

    0.37

    0.75

    0.44

    11

    1

    1

    10.7

    0.4

    1

    1 1

    0.4

    1

    0.50.6

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    HISTORICAL SIGNAL

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    the likelihood of real trees is significantly different fromlikelihood of trees with zero lambda (p < 0.01)

    (Pagel 1999)

    TESTING HISTORICAL SIGNAL

    Albanian

    Persian

    Armenian

    Modern Greek

    Nepali

    Hindi

    Serbo-Croatian

    Russian

    Polish

    Latvian

    Lithuanian

    English

    Swedish

    Dutch

    German

    Portuguese French

    Italian

    Romanian

    Irish

    Albanian

    Persian

    Armenian

    Modern Greek

    Nepali

    Hindi

    Serbo-Croatian

    Russian

    Polish

    Latvian

    Lithuanian

    English

    Swedish

    Dutch

    German

    Portuguese French

    Italian

    Romanian

    Irish

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    TESTING HISTORICAL SIGNAL

    Blomberg et al. (2003)

    Albanian

    Persian

    Armenian

    Modern Greek

    Nepali

    Hindi

    Serbo-Croatian

    Russian

    Polish

    Latvian

    Lithuanian

    English

    Swedish

    Dutch

    German

    Portuguese French

    Italian

    Romanian

    Irish

    Albanian

    Dutch

    Persian

    Serbo-Croatian

    Modern Greek

    Hindi

    French

    Nepali Polish

    Lithuanian

    Romanian

    English

    Armenian

    Swedish

    Irish

    German

    Russian

    Portuguese

    Latvian

    Italian

    the kappa score provided by this analysis shows that historicalsignal is present

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    Albanian 0.21

    Persian 0.12

    Armenian 0.13

    Modern Greek 0.06

    Nepali 0.23

    Hindi 0.06

    Serbo-Croatian 0.04

    Russian -0.25

    Polish -0.17

    Latvian -0.11 Lithuanian -0.16

    English -0.05

    Swedish -0.20

    Dutch -0.17

    German -0.15

    Portuguese 0.12 French 0.15

    Italian 0.10

    Romanian 0.12

    Irish -0.10

    1

    0.43

    0.37

    0.75

    0.44

    11

    1

    1

    10.7

    0.4

    1

    1 1

    0.4

    1

    0.50.6

    TESTING FOR HISTORICAL SIGNAL

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    go back in time

    ANCESTRAL STATE ESTIMATION

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    ANCESTRAL STATE ESTIMATION

    PIE?Albanian

    Persian

    Armenian

    Modern Greek

    Nepali

    Hindi

    Serbo-Croatian

    Russian

    Polish

    Latvian

    Lithuanian

    English Swedish

    Dutch

    German

    Portuguese

    French

    Italian

    Romanian

    Irish

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    ANCESTRAL STATE ESTIMATION

    PIE = satellite framed?(Talmy 2007, Acedo Matelln

    and Mateu 2008)

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    ANCESTRAL STATE ESTIMATION

    Albanian

    Persian

    Armenian

    Modern Greek

    Nepali

    Hindi

    Serbo-Croatian

    Russian

    Polish

    Latvian

    Lithuanian

    English Swedish

    Dutch

    German

    Portuguese

    French

    Italian

    Romanian

    Irish

    PIE?

    ??

    ?

    ?

    ??

    ??

    ?

    ??

    ?

    ?

    ?

    ?

    Maximum Likelihoodtransition rate:

    -0.50.5

    Russiant ua n a n

    Armenianr s

    Armenianr s

    Russiant u an an

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    ArmenianGreek

    RussianAlbanian

    Armenian

    Greek

    Albanian

    ArmenianGreek

    RussianLithuanian

    EnglishDutchGerman

    PortugueseFrenchIrish

    Albanian

    ArmenianGreek

    RussianLithuanian

    English

    DutchGerman

    PortugueseFrench

    Irish

    AlbanianArmenian

    Greek

    RussianLithuanian

    English

    utcGerman

    Portuguese

    French

    Irish

    Albanian

    Armenian

    Greek

    RussianLithuanian

    EnglishDutcherman

    PortugueseFrench

    Irish

    Albanian

    ArmenianGreek

    ArmenianGreek

    Russian

    Albanian

    ArmenianGreek

    RussianLithuanian

    EnglishDutchGerman

    PortugueseFrench

    Irish

    Albanian

    ArmenianGreek

    RussianLithua

    EnglishDutchGerman

    PortugueFrenchIrish

    Albanian

    ArmenianGreek

    RussianLithuanian

    EnglishDutcherman

    PortugueseFrench

    Irish

    AlbaArmenian

    Gree

    RussianLithuania

    English

    utcGerman

    Portugu

    French

    Irish

    or ugueseFrench Dutch

    ermanDutcherman or ugues

    French

    n. 346n. 345 n. 347 n. 348

    n. 619 n. 621n. 620 n. 622

    n. 887n. 886 n. 889n. 888

    ?

    ?

    ?

    ?????

    ?-0.50.5

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    ANCESTRAL STATE

    ESTIMATION

    -0.25 0.23

    Russian

    Swedish

    Polish

    Dutch

    Lithuanian

    German

    Latvian

    Irish

    English

    Serbo-Croatian

    Hindi

    ModernGreek

    Italian

    Persian

    Romanian

    Portuguese

    Armenian

    French

    Albanian

    Nepali

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    ANCESTRAL STATE

    ESTIMATION

    -0.25 0.23

    Russian

    Swedish

    Polish

    Dutch

    Lithuanian

    German

    Latvian

    Irish

    English

    S

    erbo-Croatian

    Hindi

    ModernGreek

    Italian

    Persian

    Romanian

    Portuguese

    Armenian

    French

    Albanian

    Nepali

    Root estimate PIE:

    between -0.02 and 0.09

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    INCORPORATING INFORMATIONFROM ANCIENT LANGUAGES

    PIE?Albanian

    Persian

    Armenian

    Modern Greek

    Nepali Hindi

    Serbo-Croatian Russian

    Polish

    Latvian

    Lithuanian

    English Swedish

    Dutch

    German

    Portuguese French

    Italian

    Romanian

    Latin

    Irish

    Sanskrit

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    THE EVOLUTION OF THE

    PIE PREVERB SYSTEM

    PIE Latin Romance Prep.+Noun ... VerbPreverb ... Verb... Preverb Verb

    ... prefix-Verb ... VerbWatkins (1964), Vincent (1999), Iacobini & Masini (2006)

    ! !

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    THE EVOLUTION OF THE

    PIE PREVERB SYSTEM

    PIE/Sanskrit later Sanskrit modern lang.Prep.+Noun ... Verb lost

    Preverb ... Verb Noun+Post. ... Verb... Preverb Verb

    ... prefix-Verb ... VerbWatkins (1964), Bloch (1965)

    ! !

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    INCORPORATING INFORMATIONFROM ANCIENT LANGUAGES

    Albanian

    Persian

    Armenian

    Modern Greek

    Nepali Hindi

    Serbo-Croatian Russian

    Polish

    Latvian

    Lithuanian

    English Swedish

    Dutch

    German

    Portuguese French

    Italian

    Romanian

    Latin

    Irish

    Sanskrit

    PIE?

    ??

    ?

    ?

    ?

    ?

    ?

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    CORRELATED EVOLUTION language encoding manner verb class1. Russian -0.23 332. Swedish -0.18 233. Polish -0.15 264. Lithuanian -0.14 265.

    Dutch

    -0.14

    216. German -0.12 30

    7. Latvian -0.09 268. Irish -0.08 149. English -0.03 3010. Greek 0.09 1611. Hindi 0.08 1612. Italian 0.13 1613. Persian 0.14 1514. Portuguese 0.15 2015. Armenian 0.15 1516. French 0.18 1317. Albanian 0.24 11

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    CORRELATED EVOLUTION

    English

    Dutch

    RussianGerman

    Lithuanian

    Portuguese

    IrishArmenianGreek

    Albanian

    0.2 0.3 0.4 0.5 0.6 0.7 0.8

    5

    10

    15

    20

    25

    30

    35

    scale of encoding patterns

    s

    izeofmannerverbclass

    Polish Latvian

    Swedish

    FrenchHindi Persian

    Italian

    GreekRussian

    t ua n a n

    AlbanianArmenian

    r sArmenian

    Greek

    r s

    GreekRussian

    t u an an

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    ArmenianGreek Albanian

    Greek

    Albanian

    ArmenianGreek

    RussianLithuanian

    EnglishDutchGerman

    PortugueseFrenchIrish

    Albanian

    ArmenianGreek

    RussianLithuanian

    English

    DutchGerman

    PortugueseFrench

    Irish

    AlbanianArmenian

    Greek

    RussianLithuanian

    English

    utcGerman

    PortugueseFrench

    Irish

    Albanian

    Armenian

    Greek

    RussianLithuanian

    EnglishDutcherman

    PortugueseFrench

    Irish

    AlbanianGreek

    ArmenianGreek

    Albanian

    ArmenianGreek

    RussianLithuanian

    EnglishDutchGerman

    PortugueseFrench

    Irish

    Albanian

    ArmenianGreek

    RussianLithua

    EnglishDutchGerman

    PortugueFrenchIrish

    Albanian

    ArmenianGreek

    RussianLithuanian

    EnglishDutcherman

    PortugueseFrench

    Irish

    AlbaArmenian

    Gree

    RussianLithuania

    English

    utcGerman

    PortuguFrench

    Irish

    or ugueseFrench Dutch

    ermanDutcherman or ugues

    French

    n. 346n. 345 n. 347 n. 348

    n. 619 n. 621n. 620 n. 622

    n. 887n. 886 n. 889n. 888

    Phylogenetic Generalized Least Squares

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    CORRELATED EVOLUTIONp = 0.05

    probability of slope

    frequency

    0.0 0.2 0.4 0.6 0.8 1.0

    0

    50

    150

    250

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    CONCLUSION

    An approach to motion events that takes into accountpatterns of usage gives us a more fine-grained and productive

    perspective

    Patterns of motion encoding diversity are not random buthistorically patterned, and comparative analysis needs to take

    this into account

    In order to take into account this history we need ways tocombine traditional historical linguistic methods withphylogenetic comparative methods

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    Thank you!

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    GEOGRAPHICAL DISTANCE

    Mantel test (Spearman correlation):

    Mantel coefficient 0.095

    Two-tailed p-value: 0.369

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    GEOGRAPHICAL DISTANCE

    1.5 2.0 2.5 3.0 3.5 4.0 4.5

    0.

    0

    0.

    1

    0.

    2

    0.

    3

    0.

    4

    0.

    5

    log.lang.dists

    data.

    dists

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    CORRELATED EVOLUTION

    Coefficients:

    Estimate Std. Error t value Pr(>|t|)

    (Intercept) 2.73756 0.31165 8.7841 1.041e-05 ***log(encoding) -1.01505 0.36695 -2.76620.02189 *

    ---

    Signif. codes: 0 "***#0.001 "**#0.01 "*#0.05 ".#0.1 "#1

    Residual standard error: 0.01612 on 9 degrees of freedom

    Multiple R-squared: 0.4595,Adjusted R-squared: 0.3995

    F-statistic: 7.652 on 2 and 9 DF, p-value: 0.01144