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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Grammatical class effects in production of Italian inflected verbs</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Maria De Martino</string-name>
          <email>mdemartino@unisa.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Azzurra Mancuso</string-name>
          <email>amancuso@unisa.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Alessandro Laudanna</string-name>
          <email>alaudanna@unisa.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>LaPSUS, Laboratory of Experimental Psychology, University of Salerno Via Giovanni Paolo II</institution>
          ,
          <addr-line>132 Fisciano, SA, 84084</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>English. We report a picture-word interference (PWI) experiment conducted in Italian where target verbs were used to name pictures in presence of semantically related and unrelated distracters. The congruency of grammatical class between targets and distracters was manipulated and nouns and verbs were used as distracters. Consistently with previous studies, an expected semantic interference effect was observed but, interestingly, such an effect does not equally apply to target-distracter pairs sharing or not grammatical class information. This outcome seems to corroborate the hypothesis of the intervention of grammatical constraints in word production as explored in the PWI task.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>Italiano. Questo lavoro descrive un
esperimento di interferenza figura-parola
sull’ italiano in cui le figure dovevano
essere denominate usando verbi in
presenza di distrattori semanticamente
collegati o non collegati alla figura. È stata
manipolata anche la congruenza di
classe grammaticale tra target e distrattori;
questi ultimi nella metà dei casi erano
nomi e nell’altra verbi. In linea con studi
precedenti, abbiamo ottenuto un effetto
di interferenza semantica; il dato
interessante è che quest’ultimo effetto interessa
in modo differente le coppie
targetdistrattore congruenti o non congruenti
per classe grammaticale. Questo
risultato sembra corroborare l’ipotesi che nella
di produzione di parole esplorata
attraverso il compito di interferenza
figuraparola giochino un ruolo le proprietà
grammaticali delle parole.</p>
    </sec>
    <sec id="sec-2">
      <title>1. Introduction</title>
      <p>
        Models of lexical access share the assumption
that different kinds of linguistic information
(semantic, orthographic-phonological,
syntacticgrammatical, and so on) have different levels of
lexical representation
        <xref ref-type="bibr" rid="ref2 ref3 ref8">(Caramazza, 1997; Levelt,
Roelofs and Meyer, 1999; Dell, 1986)</xref>
        . The
picture-word interference (PWI) paradigm has been
widely exploited to test the dynamics of
activation of different properties of words during
lexical production. Such a task allows the
observation of specific lexical effects by manipulating
the linguistic relation between words to be used
in a picture naming task and written
distracterwords super-imposed to pictures. The basic
assumption is that linguistic information of a
distractor influences the time needed to select the
appropriate word-form to name a picture. For
instance, two well-known effects observed in
PWI, the semantic interference and the
phonological facilitation effects, are thought to reflect
respectively the competition at the lexical level
between the lexical representations of the target
and the distracter and the co-activation of the
phonemes shared by the target and the distracter
during the phonetic encoding stage.
      </p>
      <p>
        Scholars have also tried to investigate the
activation of grammatical information in speech
production through the PWI paradigm but
conflicting evidence has been collected. For
instance,
        <xref ref-type="bibr" rid="ref11">Pechmann and Zerbst (2002)</xref>
        ,
        <xref ref-type="bibr" rid="ref12">Pechmann
and coll. (2004</xref>
        ), Vigliocco and coll. (2005),
        <xref ref-type="bibr" rid="ref13">Rodriguez-Ferreiro and coll. (2014</xref>
        ),
        <xref ref-type="bibr" rid="ref5">De Simone and
Collina (2016</xref>
        ) obtained grammatical class
effects, while
        <xref ref-type="bibr" rid="ref9">Mahon and coll. (2007</xref>
        ),
        <xref ref-type="bibr" rid="ref6">Iwasaki and
coll. (2008</xref>
        ) and
        <xref ref-type="bibr" rid="ref7">Janssen and coll. (2010</xref>
        ) did not.
Arguably, the variability in the experimental
evidence can be ascribed to heterogeneous
methodologies across studies: for instance, results
obtained by Vigliocco and coll. (2005) could be
biased by their methodological choice to
administer noun-distracters with determiners, while in
the study of
        <xref ref-type="bibr" rid="ref13">Rodriguez-Ferreiro and coll. (2014</xref>
        )
semantic categories (actions/objects/instruments)
partially overlapped grammatical classes and a
confound due to an imageability bias (Exp. 3)
was present.
      </p>
      <p>As a consequence, the intervention of
grammatical constraints during production processes, as
explored in PWI tasks, is still debated.</p>
      <p>In this study on Italian we aimed at exploring the
problem by trying to avoid possible confounds
existing in previous studies.</p>
    </sec>
    <sec id="sec-3">
      <title>2. Method</title>
      <p>
        Participants: Thirty-six undergraduate students
(28 females) from University of Salerno
voluntarily took part in the experiment. They were all
native speakers of Italian and they all had normal
or corrected-to-normal vision. Their age ranged
from 20 to 30 years (mean=22; sd=2.5). They
served for a session lasting about 45 minutes.
Materials: Thirty-five black-and-white line
drawings depicting actions were used as
experimental items. Participants were instructed to
name these pictures by using inflected verb
forms (either present indicative, or 3rd singular
person). These verbs constituted the target items.
For each target-verb a semantically related
distracter-verb and a semantically related
distracternoun were selected, so that a list of 35
distracterverbs and a list of 35 distracter-nouns were built.
The selected nouns and verbs were not affected
by the semantic bias due to the object/action
dichotomy. The semantic relatedness between
targets and distracters was calculated on the basis of
2 measures: corpus-based automatic semantic
metrics
        <xref ref-type="bibr" rid="ref10">(WEISS, Word-embeddings Italian
semantic spaces; Marelli, 2017)</xref>
        and subjective
ratings on a 5 point Likert scale1.
      </p>
      <p>
        The same distracters were differently paired
with the target verbs so that two lists of unrelated
nominal (related-noun and unrelated-noun
experimental conditions) and verbal (related-verb and
unrelated-verb experimental conditions)
distracters were created. Distracters in the four
experimental conditions were matched for the main
psycholinguistics variables: imageability,
writ1 The first measure provided objective values, based on
distributional estimates, for the semantic distance between
each target-word and its distracter. The second measure
allowed us to ascertain to what extent the specific word
sense evoked by the picture was related to the
distracterword.
ten form frequency
        <xref ref-type="bibr" rid="ref1">(CoLFIS; Bertinetto et al.,
2005)</xref>
        length, semantic relatedness. Formal
orthographic or phonological overlap between
targets and distracters was avoided. The mean
values and standard deviations for each of these
variables are reported in Table 1.
      </p>
      <p>The experimental list was composed of 140
trials where the 35 target-verbs were accompanied
by 70 verb-distracters (35 semantically related
and 35 unrelated) and by 70 noun-distracters (35
semantically related and 35 unrelated). Two
additional distracters were used as filler trials: for
each target a related and an unrelated word were
provided; these filler distracters differed from
experimental distracters since they were
wordclass ambiguous items. Instances of all
experimental conditions are reported in Table 2 and an
example of experimental item is reported in
Figure 1.</p>
      <p>Semantically
related pairs</p>
      <p>Semantically
unrelated pairs
length
written
form frequency
imageability
shared letters
between targets
and distracters
subjective
semantic
relatedness</p>
      <p>ratings
WEISS metrics
noun
7.1
(1.6)
79.3
(92.3)
3.5
(0.6)</p>
      <p>2
(1.1)
3.3
(0.9)
0.7
(0.1)
verb
6.3
(1.4)
75.3
(97.7)
3.7
(0.6)</p>
      <p>2
(1.1)
3.5
(1.03)
0.6
(0.2)
noun
7.1
(1.6)
79.3
(92.3)
3.5
(0.6)
2
(1.1)
1.4
(0.4)
0.9
(0.1)
verb
6.3
(1.4)
75.3
(97.7)
3.7
(0.6)
1.6
(1.0)
1.4
(0.4)
0.9
(0.1)</p>
      <p>In order to prevent any strategic bias due to
semantic and/or grammatical relationships
among targets and distracters, 15 additional
pictures were used as filler targets and were
presented with 6 different distracters. The whole list
of both experimental and filler target-distracter
pairs was composed of 300 trials: 33% were
semantically related trials and 67% were unrelated
trials.</p>
      <p>Procedure: The participants were tested
individually; an experimental session consisted of three
parts: a familiarization, a practice and an
experimental phase. The E-Prime software 2.0
(Psychology Software Tools, Inc., Pittsburgh, PA)
was used.</p>
      <p>At the beginning of the experiment, each
participant was familiarized with the whole set of
experimental and filler pictures in an untimed
picture naming session. In this phase, the
pictures were presented on the computer screen with
a superimposed row of Xs to simulate the
distracter word. Participants learned to produce the
targets upon presentation of the corresponding
pictures. If participants named a picture with a
verb that differed from the one designed as the
target by experimenters, a feedback was given:
the expected verb was provided to participants
and they were invited to use it in the
experimental session.</p>
      <p>Following the familiarization phase, a practice
block was administered where participants were
asked to name each picture as inflected verb
forms (present indicative 3rd singular person, e.g.
beve, he/she drinks) and were instructed to
respond as quickly and accurately as possible,
while ignoring the distracter word. The
experimenter was seated behind the participant and
recorded errors and equipment failures. The
stimuli presented in the training phase were part
of the filler set.</p>
      <p>The stimuli appeared on a video display unit
controlled by a personal computer. Reaction
times from the appearance of the stimuli to the
onset of articulation were collected by a voice
key connected to the computer and participant
responses were recorded. Upon a response, the
picture and the distracter disappeared from the
screen. Both the presentation of the stimuli and
the recording of the responses were managed by
the E-Prime software 2.0. The responses of the
participants were checked for accuracy by an
experimenter.</p>
      <p>Each single trial consisted of the following
events: a fixation cross presented at the center of
the screen for 300 ms; the stimulus until the
response or for a maximum of 2.5 seconds; a
feedback mask signaling the activation of the voice
key of 500ms, a blank interval of 500 ms. The
SOA between pictures and distracter-words was
0 ms.</p>
      <p>Words pronounced incorrectly, non-expected
picture names, hesitations in giving the
responses, word fragments, omissions, verbal
dysfluencies and responses given after the deadline were
scored as errors. Invalid responses (e.g., trials in
which the voice key was triggered by external
noise) and responses shorter than 400 ms were
considered as missing data.</p>
      <p>At the end of the practice phase, the experiment
started and 6 experimental blocks of 50 trials (35
experimental items and 15 filler items) were
presented, for a total of 300 trials. An equal number
of items from each experimental condition was
included in every block. Blocks were
counterbalanced across participants. In each block, stimuli
underwent a randomization governed by the
EPrime software 2.0.</p>
    </sec>
    <sec id="sec-4">
      <title>3. Results</title>
      <p>An analysis of variance (ANOVA) was
performed on naming latencies and accuracy rates
by subjects (F1) and by items (F2) with the
distractor type (four levels) as a variable. For the
sake of conciseness only the statistically
significant analyses will be reported and discussed.</p>
      <p>A main effect of semantic relatedness has been
observed both in the ANOVA by participants
(F1(1, 35) = 4.56, p&lt; .05) and by items (F2(1,
30) = 4.46, p&lt; .05) on response latencies.
Responses to target verbs were slower when they
were accompanied by semantically related
distracters (+17 ms).</p>
      <p>Neither effects of grammatical class nor
interaction between grammatical class and semantic
relation were found.</p>
      <p>Two-tailed t tests comparing the semantic
interference effect within the grammatical class
congruent and non-congruent target/distracter
pairs revealed that the semantic interference
effect reaches the statistical significance with
noun-distracters (+24 ms, p = .02) but not with
verb-distracters (+9 ms, p = .43). The results are
graphically shown in Table 3.</p>
      <p>Related
Unrelated</p>
      <p>Noun
distracters</p>
    </sec>
    <sec id="sec-5">
      <title>4. Conclusions</title>
      <p>
        One of the aim of the present experiment was
to overcome some limitations of previous
investigations. The following constraints were
adopted:
1. We contrasted the production of verbs
when presented with semantically related
and unrelated distracters: the expected
semantic interference effect guaranteed
for the reliability of the paradigm.
2. We selected experimental materials
where the differences between
grammatical classes in terms of their semantic
domain (objects (nouns) vs. actions
(verbs)) was kept under control.
3. Word-class ambiguous items were
excluded by experimental materials.
4. Inflected finite verbal-forms were used
both as targets and distracters: these
verbal forms allow to maximize the
difference between nouns and verbs2.
Actual2 The distinction between finite and non-finite moods is
motivated on morphological and syntactic grounds:
finiteforms are inflected for person and in syntactic context they
are used as verbal predicates. Conversely, non-finite forms
lack for person inflection and are used in periphrastic
construction or in combination with auxiliary verbs to assemble
the “composed tenses” of the paradigm. Under certain
circumstances, non-finite forms undergo syntactic
transcategorization and behave as nouns or adjectives: “mi piace
ballare [infinitive]”, (I love dancing). “I partecipanti
[present participle], sono pronti” (participants are ready); “tre
gare vinte [past participle, from “vincere”] e cinque perse
[past participle, from “perdere”], (three competitions won
and five lost).
ly, the Italian inflected form “amavo”
(indicative, imperfect, 1st singular
person, I used to love), is composed of a
stem, “am-”, which conveys the core
meaning of the verb, the vowel “-a-”,
which specifies the inflectional pattern
compatible with the verbal stem, the
segment “–v-”, which encodes mood and
tense information, and the segment ”-o”
which encodes person and number
information. None of these features, with
the exception of meaning and number
features, can be part of the lexical
representation of noun-forms. This latter
manipulation has relevant consequences on
the detection of grammatical class effect
in PWI, since it has been demonstrated
that, when finite verbs have to be
produced, the naming context sets the
response-relevant criterion on the
grammatical class of verbs and then
noundistracters tend to interfere significantly
more than verb-distracters
        <xref ref-type="bibr" rid="ref4">(De Martino
&amp; Laudanna, 2017)</xref>
        3.
      </p>
      <p>Consistently with previous PWI evidence, our
experiment replicated a reliable semantic
interference effect. This finding confirms that the
selection of an oral target response is slowed-down
by the activation of a semantically-related
distracter because the lexical system has to manage
the level of activation of target lexical
competitors, including the highly activated semantically
related distracter word. Interestingly, we
observed that, at least when pictures have to be
named by using inflected verb forms, such an
effect does not equally affect all semantically
related target-distracter pairs: related pairs
sharing grammatical class information do not exhibit
significant semantic interference but
grammatical-class incongruent pairs do.</p>
      <p>In conclusion, our data suggest that the PWI
task is sensitive to the manipulation of
grammatical class information. In other words, such a
pattern of results is compatible with the intervention
of grammatical constraints during production
processes, as explored in the PWI task.
3 This result was obtained regardless of semantic relation
between targets and distracters.
dell’Italiano Scritto
http://linguistica.sns.it/CoLFIS/Home.htm
and</p>
      <p>Neurosci</p>
    </sec>
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