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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Reasoning Incrementally with Underspecified Enthymemes</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Ellen Breitholtz</string-name>
          <email>ellen@ling.gu.se</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Department of Philosophy, Linguistics and Theory of Science University of Gothenburg</institution>
        </aff>
      </contrib-group>
      <abstract>
        <p>In this paper we suggest a way of analysing mismatch in perceived common ground which is the result of dialogue participants adopting different topoi, or inference rules, based on which they interpret enthymematic (logically incomplete) arguments in dialogue. A contributing factor to this kind of mismatch is the use of underspecified enthymemes, that is enthymemes which are more general than the topoi that underpin them. We will account for an example of such reasoning using a game board style semantics cast in Type Theory with Records (TTR).</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1 Introduction</title>
      <p>In this paper we will show how one argument
may be interpreted differently by two dialogue
participants depending on the underpinning topoi
they assume the argument to be based on. This
is possible since arguments in dialogue are
almost always enthymematic i.e. drawing on tacit
premises and principles of reasoning. In the
particular case we will look at the argument is not
only enthymematic, it is also an example of an
underspecified enthymeme. Generally, an
underspecified enthymeme is one where the information
given in the premise of the enthymeme is sparse,
the consequence being that a wide range of topoi
potentially could be used to underpin it. This kind
of mismatch of topoi may go unnoticed in cases
where consensus is reached. After all, if the
interlocutors agree on the conclusion of the argument
there is often no reason to argue about the
rationale for agreeing. However, in the example below
in (1) it is made explicit that the speaker and the
listener interpret the enthymeme in (1a) drawing
on different topoi.
(1)
a. P : Metal was actually the reason I</p>
      <p>started doing hip hop.
b. P : ...Because I hated metal
c. J : Oh, I thought you were going to</p>
      <p>say something completely different!</p>
      <p>This snippet of dialogue is taken from a radio
program where discussion alternates with music.
The interviewee is Swedish hip hop artist Petter,
and much of the dialogue relates to the songs
being played in the music sections. Just before the
dialogue a song by a metal band has been played.
Petter is being asked for his opinion of the song.
The sample suggests that incrementality in
interaction concerns not only, as previously reported,
phonetic and syntactic aspects of language, but
also pragmatic inferences. We will suggest
update rules needed to account for the reasoning
performed by the speaker J , as well as other cases
where an enthymematic argument used in dialogue
is less specific than the topos it draws on. We will
also suggest a formal definition of what it means
for an enthymeme to be underspecified in relation
to a topos.
2
2.1</p>
    </sec>
    <sec id="sec-2">
      <title>Background</title>
      <sec id="sec-2-1">
        <title>A Dialogue Semantics for Rhetorical</title>
      </sec>
      <sec id="sec-2-2">
        <title>Reasoning</title>
        <p>
          In dialogue we frequently draw conclusions which
are not, in a strict sense, logical. Following
          <xref ref-type="bibr" rid="ref2 ref2 ref3 ref3 ref4">(Breitholtz and Cooper, 2011; Breitholtz, 2011;
Breitholtz, 2014)</xref>
          , we will use the Aristotelian term
enthymeme in connection with such inferences. An
enthymeme is an argument which appeals to what
is in the listener’s mind, i.e. an interlocutor must
draw on background knowledge or contextual
information to correctly interpret the argument. If
a dialogue participant presents the argument P
therefore Q, an interlocutor must supply a warrant
that P is a valid reason for Q in order for the
argument to be successful. These warrants are
often referred to as topoi
          <xref ref-type="bibr" rid="ref1">(Aristotle, 2007)</xref>
          ,
          <xref ref-type="bibr" rid="ref8">(Ducrot,
1988)</xref>
          ,
          <xref ref-type="bibr" rid="ref7">(Ducrot, 1980)</xref>
          . When we interact we
expect topoi to be common ground, or to be
accommodated (adopted by dialogue participants) during
the course of the interaction.
        </p>
        <p>The topoi in the resources of an agent may be
drawn on to invent and interpret different kinds of
enthymemes. Consider for example the dialogue
excerpt in (2)
(2)</p>
        <p>Anon 3: the monarchy are non political
&lt;pause &gt;and therefore, when they choose
to speak it’s usually out of a genuine
concern for that problem
(BNC FLE 233)</p>
        <p>
          In situations such as the one where (2) occurs,
the speaker typically assumes that the topos
accessed by other conversational participants to
interpret the argument, is similar to that which the
speaker himself had in mind. However,
sometimes our individual takes on the conversation do
not match. It is possible that agents involved in
dialogue accommodate different topoi which
satisfy the criteria for underpinning a particular
enthymeme, while not being the ones assumed by
the speaker. To model the correspondence and
differences between the topoi accessed by
conversational participants we use a game board style
semantics cast in TTR, similar to analyses found in
          <xref ref-type="bibr" rid="ref10">(Ginzburg, 2012)</xref>
          ,
          <xref ref-type="bibr" rid="ref2 ref3">(Breitholtz and Cooper, 2011)</xref>
          ,
          <xref ref-type="bibr" rid="ref5">(Cooper and Ginzburg, 2015)</xref>
          <xref ref-type="bibr" rid="ref11">(Schlo¨der et al.,
2016)</xref>
          . We model enthymematic arguments and
the underpinning topoi in the dialogue
participants’ resources as functions which return types
(dependent types). Subtyping is also essential in
our account of how topoi may be employed in
different enthymemes.
3
        </p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Analysis</title>
      <p>Let us now return to the example in (1) where</p>
      <p>P ’s first utterance in (1a) – “metal was the
reason I started doing hip hop” – is in fact in itself an
enthymeme – there is something about metal that
made Petter start doing hip hop. Thus it may be
described as a function from a situation of a type
where the music genre “metal” occurs to a type of
situation where P starts “doing hip hop”, as seen
in (3). We refer to this enthymeme as Ereason.
(3)</p>
      <p>2T=music:Type3
Ereason = r: 64zx==Pmeetttealr::TInd 75
c1:relevant(T)
y=hiphop:r.T
c2:do(r.z,y)
There might be several topoi accessible to J which
could be drawn on to underpin the enthymeme
Ereason. Judging from J ’s utterance she is
surprised by P ’s assertion that he hated metal. We
cannot say exactly in which way Petter hating
metal is “completely different” from what J
expected. However, it seems reasonable to
assume that she expected metal being the reason
for P starting to “do” hiphop to be due to some
favourable relation between him and metal. Thus,
a possible topos could be one saying that if two
things are of the same type, and the speaker has
a favourable attitude to one of them, that thing
may cause someone to “do” the other thing. This
principle does not follow classical logic, but still
seems to be productive in everyday argumentation.
Think of examples like “My grandma had poodles,
that is what made me start breeding dalmatians”,
“Karate got me interested in Kung Fu”, etc. We
see a formalisation of this topos, Tsimilar in (4).
(4)</p>
      <sec id="sec-3-1">
        <title>2T:Type</title>
        <p>
          3
Tsimilar = r: 666zx::ITnd 77
4c1:relevant(T)57
c2:like(z, x)
y:r.T
c3:do(r.z, y)
          <xref ref-type="bibr" rid="ref4">(Breitholtz, 2014)</xref>
          suggests update rules for
integrating topoi on the shared DGB, similar to the
one in (5)
        </p>
        <p>5 is a function from a situation of a type where
a speaker has access to a topos (in the private field
of the DGB) to another function from a type of
situation where one such topos is a specification
of the max eud, to a situation type where the topos
in question is integrated on the shared DGB. This
function thus only applies when the domain- or
antecedent part of the enthymeme is a subtype (less
specific or identical to) of the corresponding part
of the topos. Secondly, the result of applying the
enthymeme to a record r must be a subtype of the
result of applying the topos to the same record.</p>
        <p>In the case of Ereason the antecedent type is
not a subtype of the antecedent type of Tsimilar,
since it lacks the constraint c2: like(z, x). Both
requirements for a standard update of shared topos
(5)</p>
        <p>Fintegrate shared topos
=</p>
        <p>r:
2t:Topos
4c1:in(t, r.private.topoi)
c2:specification(fst(r.shared.eud), t))
3
5
2private: topoi:list(Topos) 3</p>
        <p>eud:list(Enthymeme) 5
4shared: topoi:list(Topos)</p>
        <p>e:
shared: topoi=[e.t j r.private.topoi]:list(Topos)
(7)
is thus not met. However, since dialogue
participants sometimes do accommodate topoi based on
underspecified enthymemes, we want to be able to
model how topoi may be integrated based on less
strict requirements. In order to do this we
introduce an additional update rule – Fintegrate topos0 –
for integrating topoi based on underspecified
enthymemes, as seen in (6).</p>
        <p>According to Fintegrate topos0 – which is to be
applied if there is no topos that is a more general
version of the max eud – we may integrate a topos
which is more specified than the enthymeme
evoking it. We say that an enthymeme E = T3 is
underspecified in relation to a topos T if T = T1 T2, E
= T3 T4, T1 @ T3 and, for any r, E (r) v T (r)</p>
        <p>After the application of Fintegrate shared topos0 ,
J ’s information state is of the type in (7).
if there is an information state where a topos on
shared.topoi supports the max eud, we are licensed
to update that information state so that the topos in
question is moved to the max topoi position at the
top of the list of topoi. If b is a list and a 2 b, the
function applied to b, (a, b), moves a to the
top of list b regardless of what position a has had
previously.</p>
        <p>The update rule in (9) applies when a topos
which is already integrated on the shared
gameboard is being actualised by an enthymeme.
However, in cases such as this the topos available
seems to be incompatible with the enthymeme:
Ereason0 says that since Petter hated metal, he
started doing hip hop, and the topos Tsimilar says
that if someone likes something s/he might start
doing something similar. The antecedents include
concepts that we would probably want to model
2 2eud=[ Emetal reason ]:list(Enthymeme)33 as mutually exclusive, namely like and hate. The
6666666666666666646shared:6666666646666666666lt-omp o:6666666646666266i=ep[:rT66666666426666esvsccccczyxi::m34125=::RIII:::::nPnnissshmeldetppddciaaepteertrthccet]a((o:rlldxy:piI,o,sntsisd(n))Tgopos) 777777757737777777777577777377 77777775777777777777777777577777777777
it(fasuoCltrn(oahm1otooe0uprs,)oleiaaturu,ngiaIidnhfntir(opde1cxnria0:se:dhIi)cpnnsau)idt.ss“we)s(oihTxoui1)ncrhpvo=rbefeorTcpstl1ihruoeadnTcnel1dsuoasfTinoacx2d:n”:lmI,Tinkite2ndhea(aanTxtpi)TnpisRglyt,ph(soefeorseerc6:reason(z, c5, c2)</p>
        <p>After P ’s second utterance in (1b) – “Because I
hated metal” – a new enthymeme, Ereason0 , is
integrated at the top of the list of enthymemes under
discussion.</p>
        <p>(8)</p>
        <p>Ereason0 =
2T:Type 3
6x=metal:T 7
r: 66c1:relevant(T) 77
64z=Petter:Ind 75
chate:hate(z, x)</p>
        <p>We need an update rule making sure that shared
topoi is updated with a topos which supports the
max eud. The rule Fupdate topoi in (9) says that
When we engage in conversation we normally
try to interpret underspecified or implicit content
drawing on information already introduced on the
dialogue gameboard. This is the case with for
example resolution of anaphora. Thus it seems
reasonable that an algorithm for applying update
rules meant to pick out a topos to underpin the
enthymeme currently under discussion first tries
to apply the rule Fupdate shared topoi which looks
for a suitable topos already on the DGB, and not
until that fails, apply a rule which looks into the
long term memory of the conversational
participant (modelled here as private.topoi).</p>
        <p>The only topos on the list of shared topoi at
the point where J has just integrated Ereason0 is
such that the max eud cannot be a specification
= T2 then T1?T2
(6)
(9)</p>
        <p>2private: topoi:list(topos) 3
Fintegrate shared topos0 (r) = r: 4shared: topoi:list(Topos)</p>
        <p>eud:list(Enthymeme) 5
2t:Topos 3
e: 4cc21::iunn(dt,err.sppreivca.(tfes.tt(orp.sohia)red.eud), t))5
shared: topoi=[e.t j r.private.topoi]:list(Topos)</p>
        <p>eud:list(Enthymeme)
Fupdate topoi = r: shared: topoi:list(Topos)</p>
        <p>2t:Topos 3
e: 4cc12::isnp(erc.isfihcaarteido.nto(fpsot(ir,.ts)hared.eud), t)5
shared: topoi=[ (e.t, r.sh.topoi)]:list(Topos)
(13)</p>
        <p>Fintegrat topoi(TISJ ) =
2 eud=[Er0eason, Ereason ]:list(Enthymeme) 3
4shared: topoi=[Tl t e, Tsimilar]:list(Topos) 5
4</p>
        <p>Conclusion
of it, nor can the topos be a specification of the
max eud, since Ereason0 ? Tsimilar. Thus the
conditions for applying Fupdate topoi are not
fulfilled. So, we move on to once again applying
rule Fintegrate topoi. A topos that would work here
would be one capturing the notion of “ the lesser
of two evils”, or any other topos saying that
dislike of something may cause someone to do some
activity of the same type. Tl t e. The point is that
in the first assumed topos, the focus is on the
similarity between two things of the same type, in the
second it is on the dissimilarity.</p>
        <p>(12)
We assume thus, that J’s information state, TISJ ,
when she has integrated Ereason0 is of the type in
(12).</p>
      </sec>
      <sec id="sec-3-2">
        <title>2T:Type</title>
        <p>6x:T 7
(11) Tl t e = r: 6666zy::ITnd 777
4c1:relevant(T)57
c2:hate(z, y)</p>
        <p>
          When a dialogue participant sets about to interpret
an enthymematic utterance, they try to access a
topos that may serve as underpinning for the
enthymeme. typically this means a topos which is
a more general than the enthymeme. We looked
at an example providing evidence that we may
actually start reasoning before an argument is fully
3 spelled out, in the sense that there is a topos
e:do(r.z, r.x) that warrants the enthymeme by being a
generalised version of it. This indicates that the way
we process rhetorical structure is analogous to the
way we process sentential and non-sentential
utterances as described in e.g.
          <xref ref-type="bibr" rid="ref9">(Eshghi et al., 2015)</xref>
          – by incrementally constraining the search space.
        </p>
        <p>We have suggested rules to account for
information state updates based on fully specified as well
as underspecified enthymemes. In further work
2priv: topoi=[Tl t e]:list(Topos) 3 we want to investigate to what degree
underspecieud=[Er0eason, Ereason ]:list(Enthymeme) 7 fied enthymemes are actually used. Intuitively, in
664shar: topoi=[Tsimilar]:list(Topos) 75 situations where dialogue participants know each
other very well and/or the context allows it, they
may well infer topoi based on underspecified
enthymemes, which turn out to be exactly the ones
intended by the speaker. Furthermore the
possibility of asking follow up questions and other types
of feed back may make it efficient to reason based
on underspecified enthymemes in situations where
the stakes are not too high.</p>
        <p>Since the application of update rule
Fupdate shared topoi fails in this situation, we
move on to once more apply Fintegrate topoi.</p>
        <p>The resulting type has a max topos that is a
specification of the max eud, which is what we
would typically expect after integration of a topos
on the shared game board.</p>
      </sec>
    </sec>
  </body>
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