REPORTS
steroids in asthma may be mediated, in part, by                 5. M. Shahabuddin, T. Toyoshima, M. Aikawa, D. C.              18. D. C. Webb, A. N. McKenzie, P. S. Foster, J. Biol. Chem.
                                                                      Kaslow, Proc. Natl. Acad. Sci. U.S.A. 90, 4266 (1993).          276, 41969 (2001).
   their ability to increase pH and decrease AM-
                                                                   6. M. Shahabuddin, J. M. Vinetz, EXS 87, 223 (1999).           19. N. Zimmermann et al., J. Clin. Invest. 111, 1863
   Case bioactivity. In combination with studies                   7. Y. Shibata, L. A. Foster, J. F. Bradfield, Q. N. Myrvik,         (2003).
   highlighting the expression of the chitinase-like                  J. Immunol. 164, 1314 (2000).                               20. This work was supported by grants from NIH (R01-
   proteins, YM-1 and YM-2 (18) and AMCase                         8. J. T. Dessens et al., Infect. Immun. 69, 4041 (2001).           HL-61904, R01-HL-64242, R01-HL-66571, and P50-
                                                                   9. A. Herrera-Estrella, I. Chet, EXS 87, 171 (1999).               HL-56389) to J.A.E. and grants from NIH and Amer-
   (19) in animal models, these studies emphasize                                                                                     ican Lung Association (R01-HL-074095 and Research
                                                                  10. S. R. Palli, A. Retnakaran, EXS 87, 85 (1999).
   the potential importance of chitinases as mediators            11. Materials and methods and selected data are avail-              Grant, respectively) to Z.Z. We thank K. Bertier and S.
   of Th2 responses. The present studies also suggest                 able as supporting material on Science Online.                  Ardito for their excellent secretarial assistance and S.
                                                                  12. K. D. Spindler, M. Spindler-Barth, S. Sakuda, Arch.             Chen for her technical assistance.
   that AMCase is a potential therapeutic target that
                                                                      Insect Biochem. Physiol. 36, 223 (1997).
   can be manipulated to control asthma and other                                                                                 Supporting Online Material
                                                                  13. K. D. Spindler, M. Spindler-Barth, EXS 87, 201 (1999).
   forms of IL-13– or Th2-mediated pathology.                                                                                     www.sciencemag.org/cgi/content/full/304/5677/1678/
                                                                  14. P. G. Seferian, M. L. Martinez, Vaccine 19, 661 (2000).
                                                                                                                                  DC1
                                                                  15. P. Strong, H. Clark, K. Reid, Clin. Exp. Allergy 32, 1794
                                                                                                                                  Materials and Methods
            References and Notes                                      (2002).
                                                                  16. D. T. Umetsu, J. J. McIntire, O. Akbari, C. Macaubas,       Figs. S1 to S11
       1.   A. Ray, L. Cohn, J. Clin. Invest. 104, 985 (1999).
       2.   P. G. Holt, Toxicol. Lett. 86, 205 (1996).                R. H. DeKruyff, Nature Immunol. 3, 715 (2002).              Table S1
       3.   P. G. Holt, Lancet 356, 1699 (2000).                  17. J. F. Hunt et al., Am. J. Respir. Crit. Care Med. 161,
       4.   R. G. Boot et al., J. Biol. Chem. 276, 6770 (2001).       694 (2000).                                                 5 January 2004; accepted 5 May 2004
                 Word Learning in a Domestic                                                                                      joined the owner and the dog. Next, the ex-
                                                                                                                                                                                                 Downloaded from www.sciencemag.org on June 28, 2007
                                                                                                                                  perimenter instructed the owner to request the
                Dog: Evidence for “Fast Mapping”                                                                                  dog to bring two randomly chosen items (one
                                                                                                                                  after the other) from the adjacent room (9).
                                                                                                                                  While Rico searched for the requested item,
                                  Juliane Kaminski, Josep Call, Julia Fischer*                                                    he could not see the owner or the experiment-
                                                                                                                                  er. He retrieved a total of 37 out of 40 items
                During speech acquisition, children form quick and rough hypotheses about                                         correctly (binomial test, P ⬍ 0.001). This
                the meaning of a new word after only a single exposure—a process dubbed                                           experiment showed that Rico indeed knew
                “fast mapping.” Here we provide evidence that a border collie, Rico, is able                                      the labels of these items. One may raise the
                to fast map. Rico knew the labels of over 200 different items. He inferred                                        objection that the words may in fact consti-
                the names of novel items by exclusion learning and correctly retrieved those                                      tute one-word propositions, such as “fetch-
                items right away as well as 4 weeks after the initial exposure. Fast mapping                                      the-sock.” However, anecdotal evidence sug-
                thus appears to be mediated by general learning and memory mechanisms                                             gests that he indeed understands that the
                also found in other animals and not by a language acquisition device that                                         words refer to the objects. For instance, he
                is special to humans.                                                                                             can be instructed to put an item into a box or
                                                                                                                                  to bring it to a certain person. More system-
   The rate at which most toddlers acquire their                      The study animal, Rico, is a border collie                  atic testing will be needed to specify his
   vocabulary is astounding: From about 2 years                   and was born in December 1994. He lives as                      understanding of entire phrases. In any case,
   of age, typical English-speaking children in-                  a pet with his owners and was reported by                       the number of labeled objects is substan-
   corporate about 10 new words per day into                      them to know the labels of over 200 items,                      tially larger than those reported in previous
   their vocabulary until they reach an average                   mostly children’s toys and balls, which he                      studies with dogs, where subjects were test-
   vocabulary size of 60,000 words by the time                    correctly retrieved upon request. Rico was                      ed with only three to five objects (10, 11).
   they graduate from high school (1). Several                    first introduced to fetching items when he                      Rico’s “vocabulary size” is comparable to
   studies have shown that children have a set of                 was 10 months of age, when his owners                           that of language-trained apes, dolphins, sea
   operating principles that guide the task of                    placed three different items in different loca-                 lions, and parrots (12).
   word learning (2–4 ). However, it remains a                    tions around the flat and asked the dog for                         To assess Rico’s ability to fast map, we
   matter of debate which of these principles are                 one of these items. Rico was rewarded with                      placed a novel item together with seven fa-
   unique to language learning and which are                      food or play if he fetched the correct object.                  miliar items in an adjacent room (total n ⫽ 8
   more general cognitive abilities that may be                   He was gradually familiarized with an in-                       items requested in 8 trials). In this so-called
   shared with other living creatures. We inves-                  creasing number of items. Typically, the                        identification task, we conducted a total of 10
   tigated the outer limits of a domestic dog’s                   owners introduced new items by presenting                       sessions in which we introduced 10 novel
   “word learning”; that is, his ability to acquire               them and saying their name two or three                         items. In the first trial of a session, the owner
   the relation between a word and the object                     times. Rico then got the chance to play with                    always asked Rico to bring a familiar item,
   that this word refers to (the referent). By                    the new item, and it was subsequently inte-                     and in the second or third trial asked him to
   studying his retrieval behavior with famil-                    grated into the collection of other items.                      bring an item using the novel name (9). After
   iar and novel items, we specifically tested                        However, it remained unclear whether a                      the completion of a session, Rico was al-
   whether he would be able to infer the ref-                     “Clever Hans” (8) effect might account for                      lowed to take a break before another session
   erent of a new word by exclusion learning:                     his performance. The first experiment was                       commenced. Rico retrieved the novel item
   that is, to “fast map” (5–7 ) and retain this                  therefore designed to assess Rico’s ability to                  from the first session on and was overall
   knowledge over time.                                           correctly retrieve his various items under                      correct in 7 out of 10 sessions (binomial test,
                                                                  controlled conditions. We randomly assigned                     P ⬍ 0.001). Apparently, he was able to link
   Department of Developmental and Comparative Psy-
                                                                  the 200 items he was reportedly familiar with                   the novel word to the novel item based on
   chology, Max-Planck Institute for Evolutionary Anthro-         to 20 sets of 10 different items each. While                    exclusion learning, either because he knew
   pology, Deutscher Platz 6, 04103 Leipzig, Germany.             the owner waited with the dog in a separate                     that the familiar items already had names or
   *To whom correspondence should be addressed. E-                room, the experimenter arranged a set of                        because they were not novel. Four weeks
   mail: fischer@eva.mpg.de                                        items in the experimental room and then                         after the initial and sole exposure, we as-
1682                                                       11 JUNE 2004 VOL 304 SCIENCE www.sciencemag.org
                                                                                                                                               REPORTS
sessed Rico’s retention of the relation be-           investigation whether Rico’s accomplish-             References and Notes
tween the novel word and the novel item. In           ments are based on an exceptional mind or         1. P. Bloom, How Children Learn the Meanings of Words
                                                                                                           (MIT Press, Cambridge, MA, 2000).
this retention task, we only used those objects       a result of his extensive exposure to many        2. D. A. Baldwin, Dev. Psychol. 29, 832 (1993).
that Rico had successfully retrieved in the           word-object combinations. Undoubtedly,            3. C. B. Mervis, J. Bertrand, Child Dev. 65, 1662 (1994).
identification task. In between the identifica-       he is a highly motivated dog, and some of         4. M. Tomasello, Constructing a Language (Harvard
tion and the retention task, he had no access         his talent may be accounted for by the fact          Univ. Press, Cambridge, MA, 2003).
                                                                                                        5. L. Markson, P. Bloom, Nature 385, 813 (1997).
to the target items. We placed a target item          that border collies are working dogs (15).
                                                                                                        6. S. Carey, E. Bartlett, Child Lang. Dev. 15, 29 (1978).
together with four completely novel and four          More generally, dogs appear to have been          7. T. H. Heibeck, E. M. Markman, Child Dev. 58, 1021
familiar items in a room (total n ⫽ 9 items)          evolutionarily selected for attending to the         (1987).
and asked him first to bring a familiar item          communicative intentions of humans (16–           8. O. Pfungst, Clever Hans: The Horse of Mr. von Osten
                                                                                                           (1911), published in Classics in Psychology, 1855-
and subsequently (in the second or third trial)       18). Nevertheless, we assume that Rico’s             1914: A Collection of Key Works (Thoemmes, Bristol,
to bring the target item. Four weeks after the        performance can be decomposed into a set             UK, 1998).
identification task, he correctly retrieved the       of simpler mechanisms. These consist of (i)       9. Further details on materials and methods and a video
target item in 3 out of 6 sessions (P ⬍ 0.1).         his acquisition of the principle that objects        clip demonstrating Rico’s performance during a trial
                                                                                                           are available on Science Online.
This retrieval rate is comparable to the per-         have labels; (ii) a general learning mecha-      10. C. J. Warden, L. H. Warner, Q. Rev. Biol. 3, 1 (1928).
formance of 3-year-old toddlers (1, 5). In the        nism, namely learning by exclusion (emer-        11. C. A. Young, Appl. Anim. Behav. Sci. 32, 75 (1991).
other cases, he brought one of the unfamiliar         gent matching) (19); and (iii) the ability to    12. H. W. L. Miles, S. E. Harper, in Hominid Culture in
items and never one of the familiar items. We         store that knowledge in memory. There-               Primate Perspective, D. Quiatt, J. Itani, Eds. (Univer-
                                                                                                           sity Press of Colorado, Niwot, CO, 1994).
then replicated the experiment, first conducting      fore, our results strongly support the view      13. R. J. Schusterman, K. Krieger, Psychol. Rec. 34, 3
                                                                                                                                                                         Downloaded from www.sciencemag.org on June 28, 2007
a new set of identification tasks using novel         that a seemingly complex linguistic skill            (1984).
items. When he was tested for retention of the        previously described only in human chil-         14. L. M. Herman, D. G. Richards, J. P. Wolz, Cognition 16,
novel word-object combinations 10 min after           dren may be mediated by simpler cognitive            129 (1984).
                                                                                                       15. R. Coppinger, R. Schneider, in The Domestic Dog: its
the identification task, he correctly retrieved the   building blocks that are also present in             Evolution, Behaviour and Interactions with People, J.
target item in 4 out of 6 trials (P ⬍ 0.02).          another species. Whether Rico’s ability to           Serpell, Ed. (Cambridge Univ. Press, Cambridge, 1995).
    These experiments demonstrate that Rico           form a link between a label and an object is     16. B. Hare, M. Brown, C. Williamson, M. Tomasello,
reliably associates arbitrary acoustic patterns                                                            Science 298, 1634 (2002).
                                                      homologous to children’s knowledge about
                                                                                                       17. J. Call, J. Bräuer, J. Kaminski, M. Tomasello, J. Comp.
(human words) with specific items in his              the names of things remains a matter for             Psychol. 117, 257 (2003).
environment. Apparently, Rico’s extensive             further investigation. Clearly, from early       18. A. Miklosi et al., Curr. Biol. 13, 763 (2003).
experience with acquiring the names of ob-            on, toddlers have a much broader knowl-          19. K. M. Wilkinson, W. V. Dube, W. J. McIlvane, Psychol.
jects allowed him to establish the rule that          edge than Rico about the meaning of words,           Rec. 48, 407 (1998).
                                                                                                       20. J. Fischer, Anim. Behav. 67, 655 (2004).
things can have names. Consequently, he was           and they can distinguish between different       21. M. D. Hauser, N. Chomsky, W. T. Fitch, Science 298,
able to deduce the referent of a new word on          functions of words such as verbs, adjec-             1569 (2002).
the basis of the principle of exclusion when          tives, and proper nouns. Moreover, children      22. T. J. Bergmann, J. C. Beehner, D. L. Cheney, R. M.
presented with a novel item along with a set          are able to use their newly acquired knowl-          Seyfarth, Science 302, 1234 (2003).
                                                                                                       23. We thank S. Baus and her family for allowing us to
of familiar items (13, 14). This corresponds          edge productively; that is, they are able to         study Rico and for her enthusiastic participation in
to the acquisition of the novel-name–                 say the words whose meaning they have                this study. R. Mundry gave statistical advice, and C.
nameless category principle (3) and also to           identified through fast mapping. Nonethe-            Teufel, M. Hauser, and three anonymous reviewers
                                                                                                           provided valuable comments on the manuscript.
the avoidance of lexical overlap described in         less, our findings corroborate the assump-           Funding by the Deutsche Forschungsgemeinschaft to
children (4 ). Moreover, Rico was able to             tion that listeners’ ability to attach meaning       J.F. (grant Fi707/4) is gratefully acknowledged.
store this knowledge about the link between           to specific sounds evolved much earlier
word and object in memory, because he was             than, and independently from, a flexible         Supporting Online Material
                                                                                                       www.sciencemag.org/cgi/content/full/304/5677/1682/
able to correctly retrieve the target item from       production of specific sound patterns (20).      DC1
a set of novel and familiar items both imme-          That is, some of the perceptual and cogni-       Materials and Methods
diately after introduction of the novel word-         tive mechanisms that may mediate the com-        Movie S1
object combination and 4 weeks later.                 prehension of speech were already in place
    It remains a matter for further empirical         before early humans began to talk (21, 22).      15 March 2004; accepted 26 April 2004
                                              www.sciencemag.org SCIENCE VOL 304 11 JUNE 2004                                                                     1683