what can binominals tell us about cognition? · binominals tell us about cognition in particular,...
TRANSCRIPT
Steve Pepper
NORKOG 2016
13-14 June 2016
What can
binominals
tell us about
cognition
In particular, the
associative nature
of thought
German eisen.bahn
[iron.track]
‘railway’
Greek σιδηρ.ό.δρομος
[iron.LE.road]
‘railway’
French chemin de fer
[way PREP iron]
‘railway’
Russian želez.naja doroga
[iron.ADJZ road]
‘railway’
Malagasy lala.m.by
[road.GEN.iron]
‘railway’
Slovak želez.n.ica
[iron. ADJZ. NMLZ]
‘railway’
Bora túú.heju
[nose.CM(hole)]
‘nostril’
?
slides: http://folk.uio.no/stevepe/norkog2016.pdf
2 >
Agenda
Background
● Topic Maps and associative thinking
● An insight from compounding in Nizaa
● Cross-linguistic studies of compounding
Binominal word-formation
● My comparative concept
● Typological research questions
● Cognitive perspectives ??
Department of Linguistics and Scandinavian Studies Steve Pepper
3 >
Topic Maps, anno 2000
An ISO standard for knowledge organization, with a basic model
consisting of topics and associations
● See Pepper (2002, 2010b)
(It is – I realize now – a usage-based model)
The model turned out to be a very intuitive, easy to grasp and
easy to use – presumably because it reflects the associative
nature of thought:
● “The human mind…operates by association. With one item in its grasp, it
snaps instantly to the next that is suggested by the association of
thoughts, in accordance with some intricate web of trails carried by the
cells of the brain. It has other characteristics, of course; trails that are not
frequently followed are prone to fade, items are not fully permanent,
memory is transitory. Yet the speed of action, the intricacy of trails, the
detail of mental pictures, is awe-inspiring beyond all else in nature”
(Vannevar Bush “As We May Think”, Atlantic Monthly 1945)
Department of Linguistics and Scandinavian Studies Steve Pepper
4 >
The TAO of Topic Maps
The core concepts are derived from
the back-of-book index
Extended and generalized for use
with digital information
Consider a two-layer model
consisting of
● a set of information resources
(below)
● a “knowledge map” (above)
This is like the division of a book
into content and indexknowledge layer
information layer
(INDEX)
(CONTENT)
Callas, Maria …………………… 42
Cavalleria Rusticana … 71, 203-204
Mascagni, Pietro
Cavalleria Rusticana . 71, 203-204
Pavarotti, Luciano ……………… 45
Puccini, Giacomo ………. 23, 26-31
Tosca ………………. 65, 201-202
Rustic Chivalry, see Cavalleria
Rusticana
singers ………………………. 39-52
baritone ………………………. 46
bass ……………………….. 46-47
soprano ……………… 41-42, 337
tenor ………………………. 44-45
see also Callas, Pavarotti
Tosca ………………… 65, 201-202
Department of Linguistics and Scandinavian Studies Steve Pepper
5 >
(1) The information layer
The lower layer contains the content
● usually digital, but need not be
● can be in any format or notation or location
● can be text, graphics, video, audio – whatever
This is like the content of the book to which the
back-of-book index belongs
information layer(CONTENT)
Department of Linguistics and Scandinavian Studies Steve Pepper
6 >
Italianxxopera
MadameButterfly
composed by
(2) The knowledge layer
The upper layer consists of (typed) topics and associations
● Topics represent the subjects (concepts) that the information is about
– Like the lists of topics that form back-of-book indexes
● Associations represent relationships between those subjects
– Like “see also” relationships in a back-of-book index…
– …but “typed”
knowledge layer
composed by
born inPuccini
Tosca
Lucca(INDEX)
composers
operas
cities
Legend
Department of Linguistics and Scandinavian Studies Steve Pepper
7 >
Occurrences link the two layers
Occurrences represent
relationships between
information resources and
the subjects that they are
“about”
The links (or locators) are
like page numbers in a
back-of-book index
Occurrences can
also be typed (e.g.
bio, map, synopsis)
Topics, Associations
and Occurrences:
The TAO of Topic Maps
knowledge layer
information layer
Puccini
Tosca
Lucca
composed by
born in
composed by
MadameButterfly
Department of Linguistics and Scandinavian Studies Steve Pepper
8 >
A more extensive “knowledge layer”
The associations
between topics make
the knowledge layer
very easy to navigate
They reflect the
associative nature of
thought
They are like paths
of mental access
from one topic to
another
Sounds familiar?
Think reference point
ability...
Department of Linguistics and Scandinavian Studies Steve Pepper
9 > www.ontopedia.net
A highly
“intertwingled”
knowledge layer
– still easy to
navigate
Intertwingularity is a term coined by Ted Nelson to express the
complexity of interrelations in human knowledge (Wikipedia)
10 >
Anatomy of an association
A binary association (A)
representing the assertion “Tosca
was composed by Puccini”
Roles (R) in the association are
played by Topics (T)
Role types characterize the nature
of the subject’s involvement in the
relationship
Associations can be of any “arity”
● unary, binary, ternary, etc.
Two predefined association types:
● type instance
● supertype subtype
What other association types
should be privileged?
www.ontopedia.net
T R A
tosca
R T
puccini
work composercomposed-byopera person
composed-by( tosca : work, puccini : composer )
work
product
11 >
Fast forward to SOAS 2010
Steve has become a linguist and he’s looking for an MA topic
based on Rolf Theil’s data from Nizaa
1. Verbal inflection in Nizaa
2. Verbal derivation in Nizaa
3. Noun inflection in Nizaa
4. Nominal compounds in Nizaa
■ Noko av det som er ganske underleg med nominale
komposita i nizaa er at dei varierer mellom å vere
«head first» og «head last»… (Rolf Theil, p.c.)
■ Parallels between N+N compounds and Topic Maps
5. Word order in Nizaa
6. Adjectives in Nizaa
Department of Linguistics and Scandinavian Studies Steve Pepper
12 >
Right-headed
e.g. yir nim ‘tear’
< ‘eye’ + ‘water’
Semantic relations
part• -whole
kinship•
possession•
• …
reference target
mental ability leveraged:
reference point
subordinative
Left-headed
e.g. siŋw nim ‘duck’
< ‘bird’ + ‘water’
Semantic relations
location•
purpose•
resemblance•
• …
hyperonym target
mental ability leveraged:
classification
attributive
Department of Linguistics and Scandinavian Studies Steve Pepper
Two different paths of mental access to the target concept
(Pepper 2010a, 2016)
Noun-noun compounds in Nizaa
13 >
Towards a PhD topic, UiO 2015
Premise
● Studies of compounding
should be able to reveal
insights into the associative
nature of human thought
● Typological studies, should be
particularly revealing
“Nominal compounding in
cross-linguistic perspective”
● Studies conducted to date:
Bauer (2001); Guevara &
Scalise (2009); Štekauer,
Valera & Körtvélyessy (2012)
● Not very revealing
Defining compounding is one major
issue
jern.bane [iron.path]
sithir.o.dromos [iron.LE.road] (?)
? chemin de fer [way PREP iron]
?? lala.m.by [road.GEN.iron]
??? želez.naja doroga [iron.ADJZ road]
???? želez.n.ica [iron.ADJZ.NMLZ]
Then there ’s the problem of cross-
linguistic identification in typology
tertium comparationis● needs to be
language-independent
cannot be stated in purely formal ●
terms
Department of Linguistics and Scandinavian Studies Steve Pepper
14 >
Revising the PhD topic
“Binominals” are naming units that consist principally of two “thing-roots”,
i.e. roots that denote physical objects (Haspelmath 2012)
● Definition admits all six ‘railway’ constructions (previous slide)
● Also noun classifier constructions, e.g. Bora túú.heju [nose.CM(hole)] ‘nostril’
● Does NOT admit synthetic compounds, e.g. Eng. bus-driver (shock! horror!)
● Equivalent to Štekauer’s Onomasiological Type 3 (Štekauer 1998)
Department of Linguistics and Scandinavian Studies Steve Pepper
nominal compounds
noun-noun compounds
binominal naming constructions
formal narrowing
functional broadening
Function: to name
complex concepts
that involve a relation
between two entities
15 >
Data, methodology, research questions
Approach: onomasiological
proceeds from ● meaning to
form, not vice-versa
Starting point: 200 complex
meanings
e.g. ● NOSTRIL, TREE TRUNK,
FLAME, CARPENTER, GLOVE,
RAILWAY
Data set: reflexes in 41
languages (goal is 100+)
Data sources:
World Loanword Database●
Dictionaries●
Consultants●
Research questions:
● What is the extent of the
diversity of binominal word-
formation in the world’s
languages?
● How might binominal
constructions be classified?
● What generalizations can be
made and how can they be
explained?
● How do patterns of preference
correlate with areal, genetic
and typological features?
Department of Linguistics and Scandinavian Studies Steve Pepper
16 >
Current language sample (41)
EURASIA
Oroqen (Tungusic)
Sakha (Turkic)
Dutch (Germanic)
English (Germanic)
Old High German (Germanic)
Romanian (Romance)
Selice Romani (Indo-Iranian)
Lower Sorbian (Slavic)
Japanese (Japanese)
Bezhta (Avar-Andic-Tsezic)
Archi (Lezgic)
Kildin Saami (Saami)
Ket (Yeniseian)
AUSTRALIA-NEW GUINEA
Gurindji (Pama-Nyungan)
Department of Linguistics and Scandinavian Studies Steve Pepper
S-E ASIA AND OCEANIA
Ceq Wong (Aslian)
Vietnamese (Viet-Muong)
Malagasy (Barito)
Indonesian (Malayic)
Hawaiian (Oceanic)
Takia (Oceanic)
White Hmong (Hmong-Mien)
Manange (Bodic)
Mandarin Chinese (Chinese)
Thai (Kam-Tai)
NORTH AMERICA
Q'eqchi' (Mayan)
Zinacantán Tzotzil (Mayan)
Otomi (Otomian)
Yaqui (Cahita)
SOUTH AMERICA
Mapudungun (Araucanian)
Kali'na (Cariban)
Wichí (Matacoan)
Hup (Nadahup)
Imbabura Quechua (Quechuan)
AFRICA
Tarifiyt Berber (Berber)
Hausa (Chadic)
Iraqw (Cushitic)
Gawwada (Eastern Cushitic)
Swahili (Bantoid)
Kanuri (Saharan)
PIDGINS AND CREOLES
Saramaccan (Pidgins)
Seychelles Creole (Pidgins)
17 >
Current meaning sample (200)
NOSTRIL, MIDDAY, EYELID, PUPIL, SPIDER WEB, STEPFATHER, FISHERMAN, MERCHANT, PARENTS,
STEPMOTHER, THUMB, DEFENDANT, EARLOBE, BREAKFAST, EARTHQUAKE, MURDER, NIPPLE OR TEAT,
SKULL, SPINE, WATERFALL, EARWAX, POTTER, STEPSON, YOLK, CAPTIVE OR PRISONER, DIVORCE,
DRINK, EYELASH, PLAINTIFF, RAPE, SHORE, STEPDAUGHTER, TAILOR, TOE, ANCESTORS, BEGGAR,
FOOD, KID, MARRIED WOMAN, NATIVE COUNTRY, STRANGER, TEACHER, THIEF, ANXIETY, BAD LUCK,
DAWN, HERDSMAN, QUARREL, SUPPER, WRIST, YOUNG MAN, ARSON, BEEHIVE, BEESWAX, BEGINNING,
BIRTH CERTIFICATE, BLACKSMITH, BRACELET, DINNER, DOORPOST, EARRING, OLD WOMAN, PALM
OF HAND, PITY, SORCERER OR WITCH, WHETSTONE, WHIRLPOOL, WIDOWER, ANKLE, DARKNESS,
DESCENDANTS, GLOVE, HOSPITAL, HOST, LUNCH, MARRIED MAN, MEAL, PROSTITUTE, REMAINS,
SCULPTOR, SHOEMAKER, SHOULDERBLADE, SWELLING, WOMB, AFTERNOON, AIRPLANE, BOY, BRUISE,
CARPENTER, COCK/ROOSTER, COLLARBONE, COOKHOUSE, DECEIT, DISEASE, GUARD, LICENSE PLATE,
MAGIC, MEETING HOUSE, MISTAKE, MOTHER-IN-LAW (OF A MAN), NURSE, PERJURY, PESTLE, ROOF,
SERVANT, TOILET, TOOL, WEDDING, WIDOW, CALF, CHIEFTAIN, CROWD, DEFEAT, ENVY OR JEALOUSY,
FARMER, FIREPLACE, FISHING LINE, FLAME, FOOTPRINT, FREEMAN, GRIEF, JUDGMENT, LAMB, MARE,
NIECE, OLDER SISTER, SCREWDRIVER, SIBLING, SPECTACLES/ GLASSES, SUNDAY, TWINS, VEIN OR
ARTERY, YOUNGER SISTER, ANGER, BABY, EAST, ELECTION, END(2), FOAL OR COLT, GIRL,
HANDKERCHIEF OR RAG, IDEA, INTENTION, ITCH, NEIGHBOUR, POSTCARD, PRAISE, QUEEN, RAINBOW,
RAZOR, RIB, SCHOOL, VICTORY, WEAPONS, WEDNESDAY, WEST, YOUNG WOMAN, YOUNGER BROTHER,
SPRING OR WELL, THATCH, TREE TRUNK, ARCTIC LIGHTS, TEAR, BICYCLE, EYEBROW, STABLE OR STALL,
TRAIN, VINE, BEE, CAVE, ARMPIT, BARK, NECKLACE, POSTAGE STAMP, NUT, BACKPACK, BICYCLE PUMP,
BOW TIE, CAPITAL CITY, DAIRY COW, FLEA MARKET, GOLD RING, HAND BRAKE, HANDBAG, HORSESHOE,
HUMMINGBIRD, KEYW ORD, LIPSTICK, MAIL BOX, MILKY WAY, PADDLE W HEEL, RAILWAY,
STONE BRIDGE, SUGAR CANE, TOILET PAPER, TOOLBOX, TOOTHBRUSH, WATER PUMP, WINDMILL
Department of Linguistics and Scandinavian Studies Steve Pepper
18 >
Up to 41 languages per meaning (1/3)
Department of Linguistics and Scandinavian Studies Steve Pepper
EYELID :: 32 words (of which 12 head-initial binominals)
language word [gloss] c1 c2 construction
Ceq Wong hoʔ mɛt [hoʔ ‘skin’ mɛt ‘eye’] skin eye Head Mod
Hawaiian lihi~lihi maka [rim eye] rim eye Head Mod
Indonesian kelopak mata [sheath eye] sheath eye Head Mod
Seychelles Creole lapo lizye [skin eye] skin eye Head Mod
Thai plʉak-taa [skin-eye] skin eye Head Mod
White Hmong tawv + muag [skin + eye] skin eye Head Mod
Kanuri fərtə shîm-bè [root eye-of] root eye Head Mod-GEN
Tarifiyt Berber aʕrua n tit’t’ [back of eye] back eye Head OF CON-Mod
Lower Sorbian lapka na woku [flap PREP eye] flap eye Head PREP Mod
Hausa fáatà-r ídòo [skin-GEN eye] skin eye Head-LK Mod
Malagasy hodimàso [hòditra ‘skin’ + màso ‘eye’] skin eye Head-Mod
Otomi xi-da [body.hair eye] body hair eye Head-Mod
19 >
Up to 41 languages per meaning (2/3)
Department of Linguistics and Scandinavian Studies Steve Pepper
language word [gloss] c1 c2 construction
Hup kǝwǝg b’ɔk [eye skin] eye skin Mod Head
Quechua ñawi kara [eye skin] eye skin Mod Head
Kali'na enu[lu]-pipo [eye-skin] eye skin Mod Head
Saramaccan wójo-kókóo [eye-shell] eye shell Mod Head
Takia mala-n sklo-n [eye-3SG skin-3SG] eye skin Mod-3SG Head-3SG
Bezhta häyš ƛ’äq’e [eye.gen roof] eye roof Mod-GEN Head
Ket dēs-d-iŋolt [eye-POSS skin] eye skin Mod-GEN Head
Dutch oog-lid [eye-lid] eye lid Mod-Head
English eyelid [eye + lid] eye lid Mod-Head
Kildin Saami čall’m-rūmtas [eye+brim] eye brim Mod-Head
Mandarin yan3-pi2 [eye-skin] eye skin Mod-Head
Archi lul-li-n dorki [eye(III)-OBL.SG-GEN
top(IV)SG.NOM]
eye top Mod-OBL-GEN Head
Wichí tot-telhu t’oj [POSS.IND-eye skin/hide] eye skin/hide POSS:IND-Mod Head
EYELID :: 32 words (of which 13 head-final binominals)
20 >
Up to 41 languages per meaning (3/3)
Department of Linguistics and Scandinavian Studies Steve Pepper
language word [gloss] c1 c2 construction
Manange 2mi-2pʰi [eye-up] eye up N + Adv
Mapudungun wente nge [over eye] over eye Adv + N
Old High German slegibrâwa [hit-eyebrow] hit eyebrow V + N
Oroqen yɛ:ʃa-ŋi wu-n [eye-GEN up-3SG POSS] eye up N + Adv
Otomi yoda ['yo = ?; da = eye] ? eye ? + N
Q'eqchi' r-ix u [3ERG-back surface] back surface (opaque)
Vietnamese mí [eyelid] (monomorphemic)
EYELID :: 32 words (of which 7 are not binominals)
21 >
9-128 binominals per language (1/2)
Department of Linguistics and Scandinavian Studies Steve Pepper
meaning word [gloss] construction
SIBLING bratš a sotša [brother and sister] Base CONJ Base
SIBLING bratš ze sotšu [brother with sister] Base CONJ Base
PITY lut-osć [sorrow:N-SUF] Base-ABST
FISHERMAN ryb-aŕ [fish-SUF] Base-AGT
GUARD straž-nik [guard(duty)-SUF] Base-AGT
HOST gósć-inaŕ [guest-SUF] Base-AGT
POTTER gjarnc-aŕ [pot-SUF] Base-AGT
TEACHER šula-ŕ [school-AGT] Base-AGT
BABY góle-tko [child-SUF] Base-DIM
QUEEN kral-owka [king-SUF] Base-F
SCREWDRIVER šrub-owak [screw-SUF] Base-INST
FIREPLACE wogni-šćo [fire-SUF] Base-LOC
GLOVE ruka-jca [hand-SUF] Base-SUF
MERCHANT wik-owa-ŕ [market-VBLZ-SUF] Base-VRBZ-AGT
EARWAX taług z wucha [wax PREP ear] Head PREP Mod
EYELID lapka na woku [flap PREP eye] Head PREP Mod
Lower Sorbian :: 32 binominals (of which 12 derivations and 2 prepositional)
22 >
9-128 binominals per language (2/2)
Department of Linguistics and Scandinavian Studies Steve Pepper
meaning word [gloss] construction
BEESWAX pcołk-owy wósk [bee-ADJ wax] Mod-ADJZ Head
DOORPOST źuri-ny słup [door-ADJ post] Mod-ADJZ Head
EARLOBE wuch-owa lapka [ear-ADJ flap] Mod-ADJZ Head
FISHING LINE wuźeń-ska šnora [?worm-ADJ line] Mod-ADJZ Head
LICENSE PLATE cysł-owa tofl-icka [number-ADJ plate:DIM] Mod-ADJZ Head
LICENSE PLATE numer-owa tofl-icka [number-ADJ plate:DIM] Mod-ADJZ Head
MOTHER-IN-LAW pśichod-na maś [future-ADJ mother] Mod-ADJZ Head
NATIVE COUNTRY wóśc-ny kraj [ancestor-ADJ country] Mod-ADJZ Head
NOSTRIL nos-owa źěrka [nos-ADJ hole] Mod-ADJZ Head
POSTAGE STAMP list-owa znam-ka [letter-ADJ sign-DIM] Mod-ADJZ Head
POSTCARD post-owa kórt-ka [post-ADJ card-DIM] Mod-ADJZ Head
THATCH słomjane kšywo [straw:ADJ roof] Mod-ADJZ Head
VINE win-owy keŕ [vine-ADJ bush] Mod-ADJZ Head
WRIST ruc-ne zgibk [hand-ADJ joint] Mod-ADJZ Head
NIECE bratša źowka [brother:GEN.SG daughter] Mod-GEN Head
NIECE sotšy źowka [sister:GEN.SG daughter] Mod-GEN Head
Lower Sorbian :: 32 binominals (of which 14 adjectival and 2 genitival)
23 >
Binominal patterns (by language)
Hausa (haus1257) 44
Head-LK Mod 41
Head Mod 1
Base-ABSTR 2
Swahili (swah1253) 42
Head CON Mod 32
Head-Mod 4
CM-Base 7
Kanuri (cent2050) 45
Head Mod-GEN 23
Head Mod-ASS 2
Mod Head 2
Base-LOC 6
Base-LOC2 1
Base-AGT 10
Base-SON 1
Department of Linguistics and Scandinavian Studies Steve Pepper
Dutch (dutc1256) 33
Mod-Head 28
Mod-LE-Head 3
Base-M, Base-F 2
Sorbian (lowe1385) 29
Mod-ADJZ Head 11
Mod-GEN Head 2
Head PREP Mod 2
Base-AGT 5
Base-VBZ-AGT 1
Base-ABST 1
Base-INST 1
Base-LOC 1
Base-F 1
Base-SUF 1
Base-DIM 1
Ceq Wong (chew1245) 18
Head Mod 18
Vietnamese (viet1252) 52
Head Mod 40
Mod Head 8
Base Base 2
opaque 2
Malagasy (plat1254) 65
Head-Mod 30
Head-GEN-Mod 15
Head SOC-Mod 2
AGT-Base 11
NMZ-Base 6
Base CONJ-Base 1
24 >
Binominal patterns (by meaning)
Department of Linguistics and Scandinavian Studies Steve Pepper
TBD
25 >
Two questions for a cognitive typology
So how might a cognitive linguist leverage this data?
Semantic relations●
Test the Bourque (– 2014) taxonomy across languages, meanings and
constructions
Look for further evidence for the subordinative/attribute distinction –
(cf. the Nizaa discovery of two paths of mental access)
Reference points●
Investigate the relationship to possessive constructions–
Metonymy●
Cf. Janda (– 2011) on metonymy in “word-formation” (derivation)
Parallels between core metonymies and taxonomies of semantic –
relations in compounding (see below)
What can it tell us about the associative nature of thought?
Associationist theories in philosophy–
Department of Linguistics and Scandinavian Studies Steve Pepper
26 >
Associationism (Mandelbaum 2016)
Associationism can be used as a theory of learning …, a theory of thinking
(as in Jamesian “streams of thought”), a theory of mental structures (e.g., as
concept pairs), and a theory of the implementation of thought (e.g.,
connectionism).
All these theories are separable, but share a related, empiricist-friendly core
(ok, that’s cool…)
● Hume: Three types of associative relations: resemblance, contiguity, and
cause and effect (interesting; cf. metaphor and metonymy)
Associative learning didn’t hit its stride until the work of Ivan Pavlov, which
spurred the subsequent rise of the behaviorist movement in psychology
(uh-oh…)
An associative structure describes the type of bond that connects two distinct
mental states [e.g.] the associative pair SALT/PEPPER (nice :-)
The most well-known associative instantiation base is a class of networks
called Connectionist networks
Department of Linguistics and Scandinavian Studies Steve Pepper
27 >
Associations and language
So what do Topic Maps associations have to do with these various flavours of
associationism? I don’t know (yet). Any ideas?
Associations do seem to be applicable to numerous aspects of language:
● Clause structure
– Tosca was composed by Puccini / Puccini composed Tosca
composed-by( tosca : work, puccini : composer )
produced-by( tosca : product, puccini : producer )
● Semantic relations in binominals:
– honey bee PRODUCTION (Bourque 2014) “an H that makes M”
produced-by( honey : product, bee : producer )
● Metonymic relations
– I just adore Puccini PRODUCER for PRODUCT
produced-by( tosca : product, puccini : producer )
Could associations offer a neutral framework (and formalism) for investigating
commonalities between all of these (and more)?
Department of Linguistics and Scandinavian Studies Steve Pepper
28 >
Over to you (I hope there’s still time)
Does any of this resonate with you as cognitive
linguists?
Do you have any comments on these thoughts?
More importantly:
What connections haven’t I thought of?
Help me use typology to further the cause of
cognitive linguistics!
Tusen takk!
Department of Linguistics and Scandinavian Studies Steve Pepper
29 >
References
Bauer, Laurie. 2001. Compounding. In Martin Haspelmath, Ekkehard König, Wolfgang Oesterreicher & Wolfgang Raible (eds.),
Language typology and language universals: an international handbook, 695–707. Berlin: de Gruyter.
Bourque, Yves Stephen. 2014. Toward a typology of semantic transparency: The case of French compounds. University of
Toronto PhD dissertation. https://tspace.library.utoronto.ca/handle/1807/68190.
Bush, Vannevar. 1945. As We May Think. The Atlantic Monthly.
Guevara, Emiliano & Sergio Scalise. 2009. Searching for universals in compounding. In Sergio Scalise, Elisabetta Magni &
Antonietta Bisetto (eds.), Universals of language today, 101–128. Amsterdam: Springer.
Haspelmath, Martin. 2012. How to compare major word-classes across the world’s languages. UCLA Working Papers in
Linguistics, Theories of Everything 17, Article 16. 109–130.
Janda, Laura A. 2011. Metonymy in word-formation. Cognitive Linguistics 22(2).
Mandelbaum, Eric. 2016. Associationist theories of thought. In Edward N. Zalta (ed.), The Stanford encyclopedia of philosophy.
http://plato.stanford.edu/archives/sum2016/entries/associationist-thought/.
Pepper, Steve. to appear. Windmills, Nizaa and the typology of binominal compounds. In Pavol Štekauer, Salvador Valera &
Lívia Körtvélyessy (eds.), Word-formation in the languages of the world. Newcastle: Cambridge Scholars Publishing.
http://www.academia.edu/24727266/.
Pepper, Steve. 2002. The TAO of Topic Maps: Finding the way in the age of infoglut. Ontopia.
https://www.academia.edu/1107214/ (6 November, 2015).
Pepper, Steve. 2010a. Topic Maps. (Ed.) Marcia J. Bates & Mary Niles Maack. Encyclopedia of library and information sciences.
Boca Raton, FL: CRC Press. http://www.academia.edu/1107210/.
Pepper, Steve. 2010b. Nominal compounding in Nizaa: A cognitive perspective. School of Oriental and African Studies
(University of London) Master’s thesis. http://www.academia.edu/4237937/.
Štekauer, Pavol. 1998. An onomasiological theory of English word-formation. Amsterdam: John Benjamins.
Štekauer, Pavol, Salvador Valera & Lívia Körtvélyessy. 2012. Word-formation in the world’s languages: a typological survey.
Cambridge: Cambridge University Press.
Department of Linguistics and Scandinavian Studies Steve Pepper
Binominal word-formation in the world’s languages MORPHEMIC ANALYSIS
Steve Pepper ([email protected]) 2016-06-13 1
AFRICA............................................... 5 Tarifiyt Berber (TARI1263) :: 13 ........ 5
Head OF CON-Mod :: 6 .................... 5 Head-3SG OF (CON-)Mod :: 7 ......... 6
Hausa (HAUS1257) :: 44 ...................... 6 Head-LK Mod :: 41 ........................... 6 Head Mod :: 1 ................................... 6 Base-ABSTR :: 2............................... 7
Iraqw (IRAQ1241) :: 22 ....................... 7 Head-CON Mod :: 15 ........................ 7 Head Mod :: 3 ................................... 7 Base-AGT :: 2 ................................... 7 Base-M, Base-F :: 2........................... 8
Gawwada (GAWW1239) :: 22 .............. 8 Head Mod-LOC :: 6 .......................... 8 Head-SG.M Mod-LOC :: 2 ............... 8 Mod Head :: 3 ................................... 8 Base=LINK Base :: 1 ........................ 8 Base-SG.F, Base-SG.M :: 10 ............ 8
Swahili (SWAH1253) :: 42 .................... 9 CM:Head AG-CON Mod :: 32 .......... 9 Head-Mod :: 4 ................................... 9 CM-Base :: 7 ..................................... 9
Kanuri (CENT2050) :: 45 ..................... 9 Head Mod-GEN :: 23 ........................ 9 Head Mod-ASS :: 2 ........................... 9 Mod Head :: 2 ................................... 9 Base-LOC :: 6 ................................. 10 Base-LOC2 :: 1 ............................... 10 Base-AGT :: 10 ............................... 10 Base-SON :: 1 ................................. 10
EURASIA .......................................... 11 Oroqen (OROQ1238) :: 26 ................. 11
Mod-APOSS Head-POSS :: 6 ......... 11 Mod-APOSS Head :: 3 .................... 11 Mod&Head :: 7 ............................... 11 Base-Base :: 1.................................. 11 Base-AGT :: 2 ................................. 11 Base-DIM :: 5.................................. 12 Base-CONT :: 1............................... 12 Base-VBZ-AGT :: 1 ........................ 12 Opaque :: 6 ...................................... 12
Sakha (YAKU1245) :: 33 .................... 12 Mod Head-POSS.3SG :: 15 ............. 12 Mod Head :: 1 ................................. 12 Mod&Head :: 5 ............................... 12 Base-AGT :: 6 ................................. 13 various :: 6 (5) ................................. 13
Dutch (DUTC1256) :: 33 ..................... 13 Mod-Head :: 28 ............................... 13 Mod-LE-Head :: 3 ........................... 13 Base-M, Base-F :: 2 ......................... 13
English (STAN1293) :: 26 ................... 13 Mod-Head :: 19 ............................... 13 Mod Head :: 1.................................. 13 Mod-ADJZ Head :: 1....................... 14 Base-AGT :: 4 ................................. 14 Base-PL :: 1 ..................................... 14
Old High German (OLDH1241) :: 25 14 Mod-Head :: 18 ............................... 14 Head-Mod :: 2 ................................. 14 Base-AGT :: 3 ................................. 14 Base-DIM :: 1 .................................. 14 Base-F :: 1 ....................................... 14
Romanian (ROMA1327) :: 29 ............ 14 Head PREP Mod :: 3 ....................... 14 Head.DET Mod.DET.GEN :: 2 ....... 15 Head Mod-ADJZ :: 3....................... 15 Base-AGT :: 5 ................................. 15 Base-DIM :: 5 .................................. 15 Base-F :: 3 ....................................... 15 Base-DIM-F :: 1 .............................. 15 Base-ABSTR :: 2 ............................. 15 Base-VBZ-AGT2 :: 1 ...................... 15 Base-VBZ-AGT2-ABSTR :: 1 ........ 15 Base-AGT-ABSTR :: 1 ................... 15 opaque :: 2 ....................................... 16
Selice Romani (WEST2376) :: 13 ....... 16 Mod-OBL-GEN-GN Head :: 4 ........ 16 Mod Head :: 1.................................. 16 Mod-ADJ Head :: 1 ......................... 16 Base-ABST :: 1 ............................... 16 Base-DIM-GN :: 2 ........................... 16 Base-F :: 2 ....................................... 16 Base Base :: 2 .................................. 16
Lower Sorbian (LOWE1385) :: 29 ..... 16 Mod-ADJZ Head :: 11 ..................... 17 Mod-GEN Head :: 2 ........................ 17 Head PREP Mod :: 2 ....................... 17 Base-AGT :: 5 ................................. 17 Base-VBZ-AGT :: 1 ........................ 17 Base-ABST :: 1 ............................... 17 Base-INST :: 1................................. 17 Base-LOC :: 1 ................................. 17 Base-F :: 1 ....................................... 17 Base-SUF :: 1 .................................. 17 Base-DIM :: 1 .................................. 17 Base CONJ Base :: 2 ....................... 17
Japanese (NUCL1643) :: 74 ................ 18 Mod Head :: 55................................ 18 Mod&Head :: 12.............................. 18 Mod GEN Head :: 2 ........................ 18 Base Base :: 1 .................................. 18 Base SYN :: 1 .................................. 18 opaque :: 3 ....................................... 18
Bezhta (BEZH1248) :: 25 .................... 18 Mod-GEN Head :: 10 ...................... 18 Mod Head, Mod-Head :: 4+3 .......... 19 Mod-SUF Head :: 3 ......................... 19 Base-Base :: 1 .................................. 19 Base-PL :: 1 ..................................... 19
Archi (ARCH1244) :: 15 ..................... 19 Mod-OBL-GEN Head :: 11 ............. 19 Mod&Head :: 2 ............................... 19 Mod-ADJZ Head :: 2....................... 20
Kildin Saami (KILD1236) :: 32 .......... 20 Mod-Head :: 20 ............................... 20 Mod.GEN-Head, etc. :: 3................. 20 Mod-Head-DIM :: 3 ........................ 20 Mod-ATTR-Head :: 2...................... 20 Base-DIM :: 4 .................................. 20
Ket (KETT1243) :: 27 ......................... 20 Mod-GEN Head :: 10 ...................... 20 Mod Head :: 13................................ 21 Mod&Head :: 1 ............................... 21 Mod-ABESS Head :: 1 .................... 21 opaque :: 2 ....................................... 21
S.E. ASIA AND OCEANIA.............. 21 Ceq Wong (CHEW1245) :: 18 ............ 21
Head Mod :: 18................................ 21 Vietnamese (VIET1252) :: 52 ............. 21
Head Mod :: 35................................ 21 Head&Mod :: 5 ............................... 21 Mod Head :: 8.................................. 22 Base Base :: 2 .................................. 22 opaque :: 2 ....................................... 22
Malagasy (PLAT1254) :: 65 ............... 22 Head-Mod :: 30 ............................... 22 Head-GEN-Mod :: 15 ...................... 22 Head SOC-Mod :: 2......................... 22 AGT-Base :: 11 ............................... 22 NMZ-Base :: 6................................. 22 Base CONJ-Base :: 1 ....................... 23
Indonesian (INDO1316) :: 47 ............. 23 Head Mod :: 37................................ 23 Mod Head :: 1.................................. 23 AGT-Base :: 5 ................................. 23
Binominal word-formation in the world’s languages MORPHEMIC ANALYSIS
Steve Pepper ([email protected]) 2016-06-13 2
LOC-Base-CIRC :: 1 ....................... 23 Base-Base :: 3.................................. 23
Hawaiian (HAWA1245) :: 45 ............. 24 Head Mod :: 45 ............................... 24
Takia (TAKI1248) :: 30 ...................... 24 Mod-3SG Head-3SG :: 11 ............... 24 Mod-3SG Head-INAL-3SG :: 1 ...... 24 Mod Head-3SG :: 8 ......................... 24 Mod POSS-3SG Head :: 4 ............... 24 Mod Head :: 2 ................................. 24 Head Mod :: 1 ................................. 25 Head Mod-3SG COM PFV :: 2 ....... 25 Head Mod LOC :: 1......................... 25
White Hmong (HMON1333) :: 54 ...... 25 Head Mod :: 39 ............................... 25 Head&Mod :: 4 ............................... 25 Mod Head :: 2 ................................. 25 Base Base :: 8 .................................. 25 (Base-NMZ) :: 1 .............................. 25
Manange (MANA1288) :: 22 .............. 26 Mod-Head :: 16 ............................... 26 Mod&Head :: 3 ............................... 26 Mod-Head-DET :: 1 ........................ 26 Mod-GEN-Head :: 1 ........................ 26 Base Base :: 1 .................................. 26
Mandarin (MAND1415) :: 114 ........... 26 Mod-Head :: 80 ............................... 26 Mod&Head :: 11 ............................. 26 Mod-Head-NSUFF :: 3.................... 26 Base-Base :: 2.................................. 27 Base-REDUP :: 3 ............................ 27 SYN-Base :: 12 ............................... 27 Base-NSUFF :: 3 ............................. 27
Thai (THAI1261) :: 40 ........................ 27 Head Mod :: 37 ............................... 27 Base-Base :: 2.................................. 27 Mod-Head :: 1 ................................. 27
AUSTRALIA & NEW GUINEA ..... 27 Gurindji (GURI1247) :: 8 ................... 27
Mod Head :: 4.................................. 28 Base-REDUP :: 2 ............................ 28 Base-CL :: 1 .................................... 28 Base-VBZ-AGT :: 1 ........................ 28
NORTH AMERICA ......................... 28 Q’eqchi’ (KEKC1242) :: 46 ................ 28
3ERG-Head Mod :: 19 + 2 .............. 28 Head Mod :: 9.................................. 29 AGT Base :: 2 + 1 ........................... 29 various :: 13 (12) ............................. 29
Zinacantán Tzotzil (TZOT1264) :: 33 29 Head Mod :: 12................................ 29 Head Mod-IPOSS :: 16.................... 29 Mod Head :: 4.................................. 30 opaque :: 1 ....................................... 30
Otomi (MEZQ1235) :: 34 .................... 30 Head Mod :: 22................................ 30 Head PL Mod :: 1 ............................ 30 Head&Mod :: 8 ............................... 30 Head&Mod-LIM :: 2 ....................... 30 PL Base CONJ PL Base :: 1 ............ 31
Yaqui (YAQU1251) :: 32 .................... 31 Mod Head :: 16................................ 31 Mod.PL Head :: 4 ............................ 31 Mod&Head(-NMZ) :: 3 ................... 31 DIM Base :: 3 .................................. 31 various :: 6 (5) ................................. 31
SOUTH AMERICA .......................... 31 Mapudungun (MAPU1245) :: 23 ....... 31
Head Mod :: 13................................ 31 Head&Mod :: 2 ............................... 31 Mod Head :: 3.................................. 32 Mod-VBZ-LOC Head :: 1 ............... 32 Base-LOC :: 1 ................................. 32 Base-NMZ :: 1................................. 32 Mod-VBZ-AGT Head :: 2 ............... 32
Kali'na (GALI1262) :: 20 ................... 32 Mod Head-POSS :: 6 ....................... 33 Mod-POSS Head-POSS :: 1 ............ 33 Mod-POSS Head :: 1 ....................... 33 Mod Head :: 7.................................. 33 Base-DIM-DEV :: 4 ........................ 33 Base-DEV :: 1 ................................. 33
Wichí (WICH1264) :: 36 ..................... 34 POSS:IND-Mod Head :: 15 ............. 34 Mod Head :: 7.................................. 34 Mod CL-Head :: 1 ........................... 34 Mod Head-LOC :: 1 ........................ 34 Mod&Head :: 6 ............................... 34 Base-AGT :: 4 ................................. 35 POSS:IND-Base-LOC :: 2............... 35
Hup (HUPD1244) :: 33 ........................ 35 Mod Head, Mod-Head :: 28 ............ 35 Mod&Head :: 3 ............................... 35 Base-CL :: 2 .................................... 35
Imbabura Quechua (IMBA1240) :: 1835 Mod Head :: 16................................ 35 Mod&Head :: 1 ............................... 36 Base Base :: 1 .................................. 36
OTHER .............................................. 36 Saramaccan (SARA1340) :: 30........... 36
Mod Head :: 21................................ 36 Mod&Head :: 6 ............................... 36 Base-AGT :: 2 ................................. 36 Head OF Mod :: 1............................ 36
Seychelles Creole (SESE1246) :: 21 ... 36 Head Mod :: 19................................ 36 Base-AGT :: 2 ................................. 36