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    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Facial Expressions and Speech Acts</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>✉ Filippo Domaneschi</string-name>
          <email>filippo.domaneschi@unige.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Carlo Chorri DISFOR - Università di Genova</institution>
          ,
          <country country="IT">Italy</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>EXPRESS - Università di Genova</institution>
          ,
          <country country="IT">Italy</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Marcello Passarelli DISFOR - Università di Genova</institution>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1 Speech Acts</title>
      <p>
        Since the seminal work of John Austin [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ], language scientists recognize that
the business of a sentence is not only to describe some states of affairs but
also to perform other kinds of speech acts (e.g. ordering, requesting,
suggesting, promising, etc).
      </p>
      <p>In the last decades linguists and psycholinguists have faced the problem
of how speakers recognize the kind of speech act (i.e. the illocutionary force)
performed by a speaker uttering a sentence in a particular context,
investigating the role played by the illocutionary force-indicating devices (IFIDs).</p>
      <p>
        An IFID is a linguistic element that indicates or delimits the
illocutionary force of an utterance [
        <xref ref-type="bibr" rid="ref2 ref3">2-3</xref>
        ]. Typically, three main types of linguistic
IFIDS have been classified: lexical indicators like explicit performatives;
syntactic indicators like the verbal mood and prosodic indicators include the
prosodic contours and other suprasegmental factors.
      </p>
      <p>
        Research in linguistics and psycholinguistics has up to now produced a
rich literature focused strictly on the linguistic IFIDs. Nonetheless, it is
commonly recognized that the comprehension of a speech act depends by
nonverbal illocutionary force-indicators devices too [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
      </p>
      <p>The general purpose of this paper is thus to take a step in the direction of
an experimental investigation of the non-verbal makers of illocutionary force.</p>
    </sec>
    <sec id="sec-2">
      <title>2 Research Questions</title>
      <sec id="sec-2-1">
        <title>2.1 Upper Facial Expressions</title>
        <p>In the field of multimodal communication, several psychological and
linguistic studies have revealed the importance of the different functions played
by non-verbal signals in verbal interactions, in particular, with a peculiar
attention on the role played by facial expressions in language interpretation.</p>
        <p>
          Face as a whole, besides the study of specific parts of the face, has been
considered mainly with respect to the expression of emotions, since the
seminal work of Ekman &amp; Friesen [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ]. Ekman and Friesen developed the Facial
Action Coding System (FACS), the facial muscular activity is coded in the
form of a combination of Action Units (AUs), each representing a basic
muscular movement. Within the FACS, Ekman and Friesen [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ] have identified in
total 44 AUs; 30 AUs are produced by muscle contractions: 12 are realized in
the upper face, while 18 are produced in the lower face (with more than 7000
combinations of AUs observed). AUs can occur either alone or in in
combination with other AUs. According to FACS, facial expressions may vary not
only depending on the occurrence of the AUs but also for the intensity or
strength of the AUs realized.
        </p>
        <p>In our experiments, we have focused our attention on the upper face
AUs only.</p>
      </sec>
      <sec id="sec-2-2">
        <title>2.2 Illocutionary Forces Under Exam</title>
        <p>In the present work we have focused our attention on three basic, prototypical
types of direct speech acts, that correspond to three special syntactic types
occurring in most of the world’s languages (most of the current languages
reveal separate syntactic constructions to distinguish them): assertion, question
and orders.</p>
      </sec>
      <sec id="sec-2-3">
        <title>2.3 Research Questions</title>
        <p>RQ1: what are the AUs or combinations of AUs jointly produced with
the execution of speech acts conveying different illocutionary forces;</p>
        <p>RQ2: which AUs or combinations of AUs are associated with different
illocutionary forces in language comprehension;</p>
        <p>RQ3: to what extent different AUs or combinations of AUs are
recognized as compatible indicators of different kinds of illocutionary forces.</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>3 Experiment 1 – Production</title>
      <p>The experiment has been run in Italian with 18 participants (9 males, 9
females) each. We considered in total 27 possible sentences (15 target + 12
nonsensical sentences as fillers). Each sentence was presented to the parti
cipants conveying one of three different illocutionary forces – i.e. assertion,
question, or order. While different participants were presented each sentence
with a different illocutionary force, its propositional content was fixed across
the three conditions. The illocutionary force of each sentence was
linguistically expressed by the use of an explicit performative verb. For example, the
list expressing the proposition “Marco studia” (lit. Eng. tr. “Marco studies”)
was:</p>
      <p>(3)
ITALIAN ENGLISH TRANSLATION
Assertion: So che Marco studia Assertion: I know that Marco studies
Question: Una domanda: Marco studia? Question: A question: does Marco study?
Order: È un ordine: Marco studia!! Order: This is an order: “Marco study!”</p>
      <p>The task consisted in reading and pronouncing each sentence. During the
performance participants were video recorded. Our dependent variable was
the realization of the Upper AUs in the three different conditions.</p>
      <sec id="sec-3-1">
        <title>3.1 Results</title>
        <p>Results (Fig. 1) revealed that questions were significantly produced in
combination with AU4, AU7, and in combination AU4 + AU7. Orders were
associated with AU2. No AU or AU combination was specifically associated
with assertions.</p>
        <p>Fig 1 Forest plots showing odds ratio for the presence of each AU
and combination of AU in combination with the illocutionary forces under test
The experiment has been run with 86 Italian native-speakers (32 males, 53
females – Age M = 23,65, SD = 4.41) each. We have created in total 15
target lists of sentences (plus 5 filler lists), each one constituted by 5 sentences
expressing the very same propositional content conveyed by three target
illocutionary forces (i.e. assertion, question, order), plus 2 filler illocutions (see
Fig. 2). We created pictures of the upper face with 9 different kinds of AUs
and combinations of AUs (i.e. AU0 or Neutral, AU2, AU4, AU5, AU7,
AU1+2, AU1+4, AU4+5, AU4+7), corresponding to different experimental
conditions, using 5 different actors, so that in total we produced 45 pictures
combining AUs and actors.</p>
        <p>Fig 2 The sample of AUs and combinations of AUs used in the comprehension
experiment
The study was conducted online by Limesurvey 2.05+. Participants were
presented a picture representing a certain AU along with 5 alternative
sentences, each with the same propositional content but with different
illocutionary forces. The task consisted in selecting among the list of 5 sentences the
one that best matched the picture. Our dependent variable was thus the
selection of the sentences conveying the illocutionary forces of assertion, question
and orders in association with the 9 AUs or combination of AUs under test.</p>
      </sec>
      <sec id="sec-3-2">
        <title>4.1 Results</title>
        <p>Results (Fig. 3) showed that assertions were primarily selected when the
actor had a blank face (AU0). The presence of any AU, with the exception of
AU7, significantly lowered the probability of choosing the assertion.</p>
        <p>When some AU combinations (AU2, AU1+AU4, AU4 + AU7) were
present, the probability of selecting question was higher than when some of
the others were (blank face, AU7, AU4+5). AU4 and AU 1+2 did not
significantly differ from the highly- and the lowly-associated AUs.</p>
        <p>Orders appeared to be more likely to be selected when AU4 + AU5
was present, with a marginal probability over .50. When the individual AUs
involved in the combination (AU4 and AU5) were present, the probability of
choosing order was higher than some combinations (blank face, AU1+AU2,
AU1+AU4), but not significantly higher than the others (AU2, AU7,
AU4+AU7).</p>
      </sec>
      <sec id="sec-3-3">
        <title>5.1 Results</title>
        <p>Assertions (see Fig. 4) appeared not to be associated with any facial expres
sion, and with these trials the blank face was considered more compatible
than some AU combinations (AU1 + AU4, AU4 + AU5, AU4 + AU7).</p>
        <p>For questions, the only significant comparison was the one between AU4
+ AU5 and either AU2 or AU1 + AU2. The former appeared to be considered
less compatible to questions, while the latter ones more. Although the other
comparisons were not significant, they roughly followed the pattern
evidenced in Experiment 2.</p>
        <p>For orders, two extreme effects emerged: first, AU4 + AU5 was
considered highly compatible, and its compatibility judgement was significantly
higher than all other action units, except its constituents AU4 and AU5;
second, AU1 + AU4 was considered especially incompatible and had lower
scores than all other expressions, including the blank face. Other pairwise
comparisons that included AU4, AU5 and AU4+7 were significant,
evidencing a higher compatibility with orders for these expressions.</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>6 General Discussion</title>
      <p>Data collected in Experiment 1, 2 and 3 support one main result: in natural
language processing there are peculiar AUs and combinations of AUs that are
significantly combined with the production and comprehension of speech
acts conveying the illocutionary forces of assertion, question and orders.</p>
      <sec id="sec-4-1">
        <title>6.1 Assertions</title>
        <p>Data collected in Experiment 1 show that assertions were not significantly
associated with any Upper AU. In Experiment 2, not only assertions were
primarily associated with AU0 but the presence of any other Upper AU (with
the exception of AU7) significantly lowered the probability of classifying a
sentence as an assertion. Finally, in Experiment 3, assertions were not
associated with any facial expression, and again the blank face was considered
significantly more compatible than all other AU.</p>
        <p>Taken together, the results of the three experiments seem to support a
main conclusion: in language comprehension the illocutionary force of the
assertion is not associated with any facial expression except for the default
condition of the blank or neutral face: assertions constitute an illocutionary
type that is not expected to be marked by non-verbal IFIDs indicating its
occurrence.</p>
      </sec>
      <sec id="sec-4-2">
        <title>6.2 Orders</title>
        <p>Results about orders revealed that AU4+5 seems to clearly constitute a
nonverbal IFID for such illocutionary force. There are three main results
supporting this conclusion: first, in Experiment 2, sentences shown with AU4+5
were primarily interpreted as orders, and in Experiment 3 AU4+5 was rated
as highly compatible with this illocutionary type; second, both in Experiment
2 and 3, not only AU4+5 but both the co-occurring action units, i.e., AU4 and
AU5, were associated only with orders (although to a lower extent than
AU4+5); third, AU4+5 was less associated to questions in both Experiment 2
and 3, which seems to suggest that AU4+5 is an Upper AU that discriminates
questions from orders.</p>
      </sec>
      <sec id="sec-4-3">
        <title>6.3 Questions</title>
        <p>Finally, results about questions suggested that: first, AU2 and AU1+4
constitute non-verbal IFIDs for such illocutionary force. AU2 was in fact
significantly associated with questions in Experiment 2 and rated as highly
compatible with this illocutionary type in Experiment 3. AU1+4 not only increased
the probability of interpreting a sentence as a question, as shown in
Experiment 2, but it even seemed to constitute an AU that discriminated questions
from orders, as in Experiment 3 it was considered as highly incompatible
with this latter illocutionary type.</p>
        <p>Second, AU4+7 represents a controversial case. AU4+7 was jointly
produced with questions in Experiment 1 and it was associated with an increased
probability of selecting questions in Experiment 2. This result, however, does
not constitute strong enough evidence to identify AU4+7 as a
question-specific non-verbal IFID. The reason is that not only in Experiment 2 AU4+7
was associated with orders, too, but in Experiment 3 it was rated as
compatible with this other illocutionary type. The compatibility of AU4+7 with both
questions and orders, to our view, is open to two possible interpretations.</p>
        <p>First interpretation: AU4+7 is a non-verbal IFID compatible with both
questions and orders.</p>
        <p>Second interpretation: AU4+7 is a non-verbal IFID only for questions. A
potential explanation for the co-occurrence of AU4+7 with both questions
and orders is offered by the theory of indirect speech acts (Searle, 1975):
when AU4+7 has been associated with orders, it has been interpreted as an
IFID of a question indirectly conveying the act of an order, since a question
constitutes the most appropriate and natural way to indirectly convey an
order in the polite context of an interaction among peers.</p>
      </sec>
    </sec>
  </body>
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</article>