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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>A Quantitative Corpus-Driven Approach to Disambiguation of Synonymous Grammatical Constructions</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Viktorii</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Zhukovsk</string-name>
          <email>victoriazhukovska@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Zhytomyr Ivan Franko State University</institution>
          ,
          <addr-line>40, Velyka Berdychivska Str., 10008 Zhytomyr</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>Adopting usage-based construction grammar and quantitative corpus linguistic research approaches, this study attempts to empirically analyze the distributional properties of the two English synonymous grammatical constructions, i.e. detached augmented and unaugmented Participle I clauses with the explicit subject. Despite the extensive research on the morphological and functional features of the syntactic patterns under study, semantic and pragmatic dissimilarities between the two alternative syntactic structures thus far have not been studied, at least in a way of the quantitative examination of the subject slot of these constructions. Applying the methods of simple collexeme analysis and distinctive collexeme analysis to the linguistic data retrieved from the BNC-BYU corpus, the study explores the semantics of the investigated pair of constructions by identifying semantic frames instantiated by their significantly attracted noun collexemes. The distributional data obtained prove that the analyzed synonymous constructions are pragmatically distinct and semantically determined.</p>
      </abstract>
      <kwd-group>
        <kwd>usage-based construction grammar</kwd>
        <kwd>quantitative corpus linguistics</kwd>
        <kwd>detached participial constructions with explicit subject</kwd>
        <kwd>collexeme analysis</kwd>
        <kwd>distinctive collexeme analysis</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        The English detached present participle clauses with the explicit subject considered in
this study are illustrated by the examples collected from the BNC-BYU corpus [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]:
1. He clutched at a rail and held on, [[NP heart] [XP thumping]], [[NP the blood] [XP
pounding in his ears]], [[NP his mind] [XP wailing for mercy]] [BNC-BYU, B1X];
2. I stood up, holding on to the back of my chair, [[NP my heart] [XP beating like a
hammer]] [BNC-BYU, FPU];
3. The experiment was repeated many times, [with [NP the bats] [XP taking turns to be
the starved victim]]] [BNC-BYU, ARR];
4. The plain is like a field of poppies, [with [NP the flowers] [XP growing most thickly
near the river]]] [BNC-BYU, FAJ].
      </p>
      <p>The syntactic patterns under scrutiny are part of a minimally bi-clausal structure
comprising a matrix clause and a Participle I clause with its own explicit subject. The
participial clause is detached from the matrix by a punctuation mark, primarily by a
comma. The participial clauses with an explicit subject are secondary predication
patterns of binary structure [NP XP], where (NP) is a secondary subject, different from
the subject of the matrix clause, and (XP) is a secondary predicate. The patterns have
fixed subject and predicate slots, and their syntactic form can be represented
schematically as [with/with-less[SubjCOMMON NOUN][VPARTICIPLE І]].</p>
      <p>
        In recent years, there has been a growing interest in the study of qualitative and
quantitative features of the participial clauses with the explicit subject [2; 3; 4; 5; 6; 7,
to name but a few]. While this paper draws on the insights of the existing studies, it
differs from these works in the aspect that it focuses only on the detached Participle I
clauses with the explicit subject that have been traditionally viewed as part of a family
of absolute constructions [3; 4], small clauses [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ], or non-finite/verbless adjunct clauses
[
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. In our research, we subsume the syntactic patterns exemplified in (1) – (4) under
the term detached constructions with the explicit subject, following B. Combettes [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ]
and S. Thompson [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]. The detached constructions with the explicit subject embrace
non-finite secondary predication structures where a secondary subject is expressed by
a noun group (NP) and a secondary predicate is represented by a non-finite verb form
(Participle I, Participle II, to-Infinitive) or a nonverbal part of speech (NP, PP, AdvP,
AP). Though such structures are detached from the matrix clause by a punctuation
mark, they are logically and semantically related to it.
      </p>
      <p>
        The unaugmented (with-less [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]) and augmented (with [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]) Participle I clauses with
the explicit subject are considered synonymous or alternative [7; 12; 13]. With regard
to the Principle of No Synonymy [14, p.67], according to which dissimilarities in form
between constructions always entail semantic and pragmatic dissimilarities, we
hypothesize that the analyzed syntactically distinct (with or without the augmentor
with) constructions are semantically motivated and perform different pragmatic
functions. We assume the investigated patterns represent different constructions
instantiating a symbolic (structural) configuration, namely a (complex) sign in which a
particular form is paired with a particular function [15; 14; 16; 17; 18].
      </p>
      <p>
        To validate the stated hypothesis, we carry out an empirical analysis of the English
augmented and unaugmented present participle clauses with the explicit subject from a
usage-based construction grammar perspective utilizing the methods of quantitative
corpus linguistics. To the author’s knowledge, the distributional properties of the
clauses under study have not been yet considered with the use of the corpus linguistic
method of collostructional analysis to examine the interrelation between the syntactic
patterns and lexemes that fill them. Moreover, the existing research adopting the
collostructional analysis mainly focuses on the relationships between verbs and
constructions [
        <xref ref-type="bibr" rid="ref19">19</xref>
        ], but since the most conspicuous feature of the analyzed clauses is the
presence of the explicit subject different from the matrix subject, this study aims to
examine how nouns in the subject slot shape the meaning of the two synonymous
constructions. In addition, it determines the underlying semantic factors that motivate
the distribution of nouns in the investigated syntactic structures and thereby defines
semantic and pragmatic contrast between them.
      </p>
    </sec>
    <sec id="sec-2">
      <title>Theoretical and Methodological Assumptions</title>
      <p>In our study, we adopt the terminology and theoretical assumptions of construction
grammar. A constructional approach to grammar rests on the premise that grammar
should be described as a structured inventory of form-meaning pairings, collectively
referred to as constructions: Fillmore (1988); Goldberg (1995, 2006); Croft (2008);
Hilpert (2019). Knowledge of language is understood as knowledge of a network of
constructions [18, p. 2].</p>
      <p>
        These basic principles are shared by all construction grammarians, though it is
necessary to note that construction grammar is not a monolithic theory, but rather a
family of approaches, each of which has its distinctive postulations [
        <xref ref-type="bibr" rid="ref20">20</xref>
        ]. For instance,
usage-based construction grammar recognizes frequencies of usage or occurrence of a
grammatical unit as a reflecting factor that influences the representation of grammatical
units in the minds of speakers. Thus, the frequency of occurrence of a construction
determines the degree of its entrenchment in the speech community [
        <xref ref-type="bibr" rid="ref21">21</xref>
        ]. Usage-based
construction grammar views formally similar or even identical constructions to be
different sub-constructions or even constructions, if they have different communicative
functions.
      </p>
      <p>To investigate the distributional dissimilarities between the augmented and
unaugmented present participial clauses with the explicit subject empirically and
reasonably objectively we adopt the collostructional analysis, which is one of the most
widely applied methods of quantitative corpus linguistics. The description of the
method and its application to study various linguistic phenomena are well-documented
and illustrated in the papers of its developers A. Stefanowitsch and St. Th. Gries [22;
23; 24; 25].</p>
      <p>The collostructional analysis (the word “collostruction” is a combination of two
words “collocation” and “construction”) is a set of methods aimed at investigating the
relationships between the words and the grammatical structures they occur in [19, p.
290]. This method comprises three major variants (the simple collexeme analysis, the
distinctive collexeme analysis, and the co-varying collexeme analysis), each of which
concentrates on the particular issue concerning the relationships between lexemes and
grammatical constructions. The simple collexeme analysis investigates how strongly
lexemes are attracted to a particular slot in a construction [19, p. 291]. The distinctive
collexeme analysis contrasts two or more functionally similar constructions regarding
the lexical items that occur in them [19, p. 296]. The co-varying collexeme analysis
explores interdependencies between lexemes in two different slots of the same
construction [19, p. 300]. The lexemes most attracted by a particular slot of the
construction are collexemes of that construction; whereas, a construct associated with
a particular lexeme is called a collostruct; the combination of a collexeme and a
collostruct is called a collostruction.</p>
      <p>The output of the collostructional analysis provides important insights into the
semantics of the construction by identifying semantic classes of the significantly
attracted collexemes. The method is based on the principle of semantic compatibility,
according to which “a word may occur in a construction if it is semantically compatible
with the meaning of the construction (or, more precisely, with the meaning assigned by
the construction to the particular slot in which the word appears)” [22, p. 213].</p>
      <p>
        Following the observation by A. Stefanowitsch, St. Th. Gries, [23, p. 34] and
D. Schönefeld [26, p. 26] that the lexemes appearing in different slots of the given
construction display semantic coherence grounded on the world knowledge as
organized in frames, the semantics of the analyzed participial clauses is examined in
terms of semantic frames instantiated by their collexemes. The theory of semantic
frames was worked out by Ch. J. Fillmore and his colleagues within Frame Semantics
[27; 28; 13]. The underlying assumption of this linguistic approach is that the meaning
of a word is best comprehended on the basis of a semantic frame, that provides
important background knowledge of different types of events, relations, or entities and
the participants in it [
        <xref ref-type="bibr" rid="ref29">29</xref>
        ]. Semantic frames are retrieved from the FrameNet project
[
        <xref ref-type="bibr" rid="ref29">29</xref>
        ], an English lexical database where the meanings of words are defined based on
semantic frames that inform their meaning [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ]. Each lexical description in FrameNet
connects a particular lexical unit to the semantic frame that it evokes. The analysis of
semantics of the investigated constructions in terms of semantics frames provided by
the FrameNet project has not yet been applied to study nouns occurring in their subject
slots.
3
      </p>
    </sec>
    <sec id="sec-3">
      <title>Corpus, Data and Statistical Procedure</title>
      <p>In this article, we focus on the distributional properties of the detached Participle I with
the explicit subject constructions augmented by with or unaugmented (with-less):
[with/with-less[SubjCOMMON NOUN][VPARTICIPLE I]]. We analyze only those instances where the
investigated patterns are separated from the rest of a sentence with a punctuation mark
(a comma, a dash or a bracket). Such formal detachment automatically sifted off the
cases of prepositional phrases introduced by the comitative preposition with.</p>
      <p>
        The analysis has been undertaken in five stages comprising the following
procedures:
 extracting [with/with-less[SubjCOMMON NOUN][VPARTICIPLE I]] constructions from the
wellbalanced British National Corpus (BNC-BYU). BNC-BYU’s search engine was
used to retrieve the occurrences of the investigated constructions in all positional
variants to the matrix clause (initial, medial and final). Each concordance line was
manually examined to exclude all false hits. The observed frequency of the
constructions was then calculated;
 identifying the noun slot of each construction, selecting all common noun lemmas
and calculating the observed frequency of each noun lemma in the constructions
under study;
 statistical evaluation of the collostructional strength between noun lexemes and the
subject slot of each construction by using the simple collexeme analysis;
 statistical evaluation of the nouns attracted to one or another construction by utilizing
the distinctive collexeme analysis;
 semantic analysis of the data generated by the simple collexeme and the distinctive
collexeme analyses in terms of the semantic frames as presented in FrameNet [
        <xref ref-type="bibr" rid="ref29">29</xref>
        ].
The most significant collexemes are considered to display the typical semantic
properties of the two analyzed constructions.
      </p>
      <p>The sample consists of 2950 examples of the [with[SubjCOMMON NOUN][VPARTICIPLE I]]
construction and 1535 examples of the [with-less[SubjCOMMON NOUN][VPARTICIPLE I]]
construction, with 1445 and 236 different noun lexemes correspondingly.</p>
      <p>This paper adopts the simple collexeme and the distinctive collexeme analyses to
determine lexemes that are attracted to the [Subj] slot of each of the analyzed
constructions. This approach is employed following A. Stefanowitsch [19, p. 297], who
points out that a study directed to uncover both the similarities and the dissimilarities
between the constructions should combine the distinctive collexeme analysis with
separate collexeme analyses for each construction. The simple collexeme analysis
generates a ranking of collexemes according to the degree of association strength to the
construction and establishes a distinction between lexemes that are significantly more
frequent than expected (significantly attracted collexemes) and significantly less
frequent (significantly repelled collexemes). The distinctive collexeme analysis
investigates semantic properties of pairs of structurally or functionally (semantically)
similar grammatical constructions by establishing the lexemes that appear significantly
more frequently with one construction than the other. It identifies distributional
dissimilarities between the nearly equivalent constructions by comparing the frequency
of lexemes that fill one constructional slot to their frequencies in a corresponding slot
of the other construction in a pair. The procedure of calculating the association strength
is the same as for the simple collexeme analysis, the only exception is that the second
construction occupies the place of the corpus.</p>
      <p>To calculate the association strength of each collexeme, four types of frequencies of
the lexical unit (L) and the construction (C) in the corpus are retrieved [22, p. 218]:
1) the frequency of the lexeme (L) in the construction (C); 2) the frequency of the
lexeme under study (L) in all other constructions in the corpus; 3) the frequency the
investigated construction (C) with other lexemes; 4) the frequency of all other
constructions with other lexemes in the corpus. These data are cross-tabulated in a 4×4
table for each lexeme occurring in the analyzed construction. The Fisher-Exact test or
the Fisher-Yeats test is adopted as a default association measure since it produces
precise results even on small sample sizes and fits the distributional reality of linguistic
data.</p>
      <p>
        The simple collexeme and distinctive collexeme analyses are performed using a
script written by St. Th. Gries for freely available R statistical software environment
downloaded from [
        <xref ref-type="bibr" rid="ref30">30</xref>
        ].
4
      </p>
    </sec>
    <sec id="sec-4">
      <title>Results</title>
      <p>The sample obtained from the BNC-BYU corpus contains 2950 occurrences of the
[with[SubjCOMMON NOUN][VPARTICIPLE I]] construction and 1535 occurrences of the
[with-less[SubjCOMMON NOUN][VPARTICIPLE I]] construction. The observed frequencies
highlight a noticeable quantitative discrepancy between the patterns under study. The
former significantly outnumbers the latter and is approximately twice as frequent in the
corpus. The data show that the [with[SubjCOMMON NOUN][VPARTICIPLE I]] construction
cooccurs with 1445 types of nouns, out of which 965 types are used merely once with this
pattern. These account for 66.78% of the total number of items in the construction. By
contrast, the [with-less[SubjCOMMON NOUN][VPARTICIPLE I]] construction co-occurs with 236
types of nouns, out of which 126 types occur once in it. These items make up 53.40%
of all types of nouns in the pattern. It is apparent that items with low frequency are
rather loosely associated with the analyzed constructions, and the rest of the items are
obviously more strongly attracted to one of the compared constructions. At the same
time, hapax legomena, i.e. items occurring only once in the given construction, signify
the potential productivity of this construction. The potential productivity ratio is
calculated by dividing the number of hapaxes of a construction by the overall token
frequency of this construction [31, p. 128]. The bigger the ratio, the higher the potential
productivity of the syntactic pattern and a greater number of new types will be produced
on the basis of a constructional schema [ibid.]. The estimated productivity ratio of the
[with[SubjCOMMON NOUN][VPARTICIPLE I]] construction is 0.67 and of the
[withless[SubjCOMMON NOUN][VPARTICIPLE I]] construction is 0.53. Though both indexes are
rather high, still the construction introduced by the augmentor with appears to be more
productive.</p>
      <p>The application of the collexeme and distinctive collexeme analyses allow us to
corroborate the existence and degree of the semantic difference between the
constructions under investigations and determine the semantic restrictions they impose
on the nouns filling their subject slots. This aim is achieved by determining the nouns
which are highly distinctive for one of the analyzed constructions.
4.1</p>
    </sec>
    <sec id="sec-5">
      <title>Collexeme Analysis of the [with-less[SubjCOMMOM NOUN][VPARTICIPLE I]]</title>
    </sec>
    <sec id="sec-6">
      <title>Construction</title>
      <p>The results of the collexeme analysis show that out of 236 different nouns in the
construction 107 items reveal a significant attraction to the construction (the coll.
strength &gt; 1,30103 = p &lt;0,05). But the lower the p-value the greater is the probability
that the observed frequency lexemes distribution is not random and the greater is the
strength of attraction between the lexeme and the construction. The data suggest that
60 nouns reach high significance (coll. strength &gt; 3 = p &lt;0.001). Table 1 presents the
top 20 attracted collexemes ranked according to the value of coll. strength.</p>
      <p>The significantly attracted collexemes of the subject slot of the [with-less[SubjCOMMON
NOUN][VPARTICIPLE I]] construction are revealing of the pattern’s semantics. The analysis
of the attracted nouns in terms of semantic frames is expected to shed further light on
the semantic and functional specification of the analyzed syntactic pattern.</p>
      <p>The largest group of the most strongly attracted nouns of the [with-less[SubjCOMMON
NOUN][VPARTICIPLE I]] construction includes nouns evoking the BODY_PARTS frame
and contains somatisms, i.e. nouns naming the whole body (body, whole being),
external parts of the human body (head, face, and their constituent parts eyes, lips,
cheeks, etc.), internal organs (heart, stomach, etc.), limbs (hands, legs, arms, etc.),
interior elements of the anatomy (the elements of the systems that do not represent parts
of the body but are part of it (voice, mind, gaze, smile, breath, etc.)), emotions and
feelings (spirits, senses).
The second set is constituted by the nouns weather, sun, wind, whose meaning can be
interpreted regarding the WEATHER frame. This frame indicates ambient conditions
of temperature, precipitation, windiness, and sunniness pertaining at a certain place and
time. The noticeable occurrence of the noun weather (rank 13) consistently followed
by the participle permitting suggests that the expression weather permitting is a
lexically filled construction.</p>
      <p>The third group of strongly attracted nouns of the construction under study
comprises nouns such as crew, conglomerate whose meaning can be interpreted with
reference to the AGGREGATE frame that contains nouns denoting aggregates of
individuals.</p>
      <p>The next category is constituted by the noun father representing the KINSHIP frame.
This frame contains words that denote kinship relations.</p>
      <p>Among the most strongly associated nouns of the investigated construction, there
are lexemes whose meaning can be interpreted regarding the PURPOSE, REASON,
EMPHASING, INCLUSION, and SIMILARITY frames. The PURPOSE frame evoked
by the nouns object, purpose, intention describes a state of the world that does not
currently hold but the agent wants to achieve. The frame REASON represented by the
nouns reason, thing(s) indicates the eventuality that motivates the agent to perform a
particular action, explanation or justification. The noun emphasis instantiates the
EMPHASING frame, a schematic knowledge structure attributing a degree of
importance to an event, state of affairs, an attribute or an entity that has the potential to
influence the success of it. The INCLUSION frame is invoked by the noun exception(s).
This frame describes a complex entity including components (parts), within this frame
the given noun means a part that has been excluded from the total. The meaning of the
noun difference is understood with respect to the SIMILARITY frame that shows how
one entity is the same or different from other entities. Within this frame, the noun
difference means the state or condition of being different.
analysis
of the
[with[SubjCOMMON NOUN][VPARTICIPLE I]]
The same analysis has been undertaken for the [with[SubjCOMMON NOUN][VPARTICIPLE I]]
construction. The output for the collexeme analysis is summarized in Table 2.</p>
      <p>Table 2 presents the first 20 most strongly attracted nouns out of 89 items with coll.
strength &gt; 3 = p &lt;0.001 ranked according to the value of coll. strength.</p>
      <p>It should be noted here, that the [with[SubjCOMMON NOUN][VPARTICIPLE I]] construction
appears to be rather diversified in terms of its semantics. Some nouns show low
frequency in the corpus BNC-BYU and as a result they turn to be strongly attracted to
the construction. We exclude such items from consideration here and consider them as
additional proof to the productivity of the construction that can to co-occur with new
not so frequent lexemes.
The results of the collexeme analysis suggest that the most numerous group of the most
strongly associated nouns is constituted by the nouns referring to the sphere of
commerce (proceeds, prices, inflation, profits, sales, cost, etc.) (21 items). This set of
nouns evokes the frame COMMERCE_SCENARIO that instantiates a situation when
a buyer and a seller perform the exchange of money and goods.</p>
      <p>The next category is the nouns people, woman, children, individuals, etc. This set of
nouns can be understood with reference to the PEOPLE frame, which concerns
individuals that may have such characteristics as age, origin, ethnicity, etc. Directly
related to this group is the set of nouns instantiating the frame
PEOPLE_BY_VOCATION denoting people of various occupations (archeologist,
investigator, author, etc.).</p>
      <p>Another group of nouns includes lexemes which denote socio-political realia. The
nouns (minister, mayor, etc.) are understood within the semantic frame LEADERSHIP,
and the nouns election, polls, etc. evoke the semantic frame CHANGE OF
LEADERSHIP. The semantic frame PEOPLE ALONG POLITICAL SPECTRUM is
evoked by the noun Republicans, while the frame LAW_ENFORCEMENT_AGENCY
is instantiated by the noun police.</p>
      <p>The meaning of the nouns pitch, score, player, etc. is understood within the semantic
frame COMPETITION. The frame is concerned with the idea that people participate in
an organized, rule-governed activity in order to achieve some advantageous outcome.</p>
      <p>Another category of strongly attracted lexemes includes nouns such as team, staff,
company, etc. as well as nominalized numerals hundreds, thousands. These nouns
denoting groups of individuals instantiate the frame AGGREGATE.</p>
      <p>The next group of nouns (tear, hair, tail, etc.) consists of lexemes reflecting the
BODY_PARTS frame.</p>
      <p>The set of nouns weather, sun, temperature, snow and rain evokes two semantic
frames WEATHER and PRECIPITATION. The meaning of the nouns river,
precipices, etc. can be interpreted regarding the NATURAL FEATURES frame. The
noun winter instantiates the semantic frame CALENDRIC UNIT.</p>
      <p>Another category of nouns (train, jetlag) instantiates the semantic frame VEHICLE
that concerns the vehicles that people use for transportation. The meaning of the nouns
wires, program, etc. is comprehended regarding the frame ARTIFACT, where an
artifact is deliberately made or modified by an intelligent entity.</p>
      <p>The nouns emphasis, attention, and violence evoke the semantic frames
EMPHASING, ATTENTION and VIOLENCE correspondingly.</p>
      <p>One more peculiar feature of the [with[SubjCOMMON NOUN][VPARTICIPLE I]] construction
is that the inclusion into a frame is not exclusive, a noun may be attested to more than
one frame because it is used in more than one way. For instance, nouns student, pupil,
teacher, tutor, etc. evoke the frame PEOPLE_BY_VOCATION, but at the same time,
they instantiate the semantic frame EDUCATION_TEACHING that contains words
signifying teaching and participants in teaching. Another example the nouns evoking
the semantic frame COMPETITION (player, commentator) and the frame
LEADERSHIP (minister, mayor) can be attributed to the frame
PEOPLE_BY_VOCATION.
4.3</p>
    </sec>
    <sec id="sec-7">
      <title>Distinctive Collexeme Analysis of the Investigated Constructions</title>
      <p>The next step of the research is to identify what lexemes are distinctive for each of the
constructions in question. With this in mind, we apply the distinctive collexeme
analysis to distinguish between the [with-less[SubjCOMMON NOUN][VPARTICIPLE I]] and the
[with[SubjCOMMON NOUN][VPARTICIPLE I]] constructions. As A. Stefanowitsch [2013: 297]
states, the distinctive collexeme analysis highlights the differences between the
constructions and hides their similarities. The lexemes that are significantly associated
with both constructions but used significantly more frequently in one of them will be
regarded as distinctive for that construction. The total number of common lexemes
between the constructions in question is 116. These nouns constitute 8.03% from the
total number of different noun lexemes in the [with[SubjCOMMON NOUN][VPARTICIPLE I]]
construction and 49.15% in the [with-less[SubjCOMMON NOUN][VPARTICIPLE I]] construction.</p>
      <p>The results from Table 3 reveal that the two synonymous constructions do indeed
possess distinctive collexemes and exhibit distinct preferences for the nouns in their
subject slots. The augmented [with[SubjCOMMON NOUN][VPARTICIPLE I]] construction is
strongly associated with three nouns that evoke one semantic frame PEOPLE (people,
man, woman) while the distinctive collexemes of the unaugmented [with-less[SubjCOMMON
NOUN][VPARTICIPLE I]] construction include 23 nouns of the semantic frames
BODY_PART (20 items), WEATHER (one item), KINSHIP (one item) and PURPOSE
(one item).
Thus the distinctive collexeme analysis reveals semantic dissimilarities between the
two constructions with approximately the same syntactic structure.
5</p>
    </sec>
    <sec id="sec-8">
      <title>Discussion</title>
      <p>The output of the collexeme analysis, carried out separately for each of the investigated
constructions, proves the existence of noun lexemes which are most significantly
attracted to the subject slot of a particular construction.</p>
      <p>The results of the simple collexeme analysis reveal that the most numerous group of
nouns in the [with-less[SubjCOMMON NOUN][VPARTICIPLE I]] construction evokes the
BODY_PART semantic frame. They include 46 items (76.67% of the significantly
attracted nouns), with the leading lexeme eye(s) demonstrating an exceptionally
significant degree of attraction to the construction (coll. strength is Inf).</p>
      <p>The analyzed construction is predominantly used in fiction (the distribution of the
constructions under study in BNC-BYU registers is given in the appendix Figure 1)
where it serves as a means of effective packing descriptive information and giving
additional details to the situation in the matrix clause. In case with body part nouns
(somatisms) and nouns of kinship in the subject slot only a part of the matrix situation
is specified, that is the participant expressed by the subject of the matrix clause acting
as AGENT/EXPERIENCER. The referent of the subject of the [with-less[SubjCOMMON
NOUN][VPARTICIPLE I]] construction in extralinguistic context is directly connected with
the referent of the matrix subject. Part of a human (animal) body is naturally connected
with the whole body as a holistic discrete unit, while family members are connected by
family ties.</p>
      <p>The most significantly attracted and at the same time distinctive collexemes of the
specified construction are the nouns eye, hand and face. Their prevailing use in the
construction can be attributed to the specificity of fiction as a genre as well as to the
peculiar nature of somatisms. The body part nouns give information about the objects
they nominate as well as render information about the emotional and psychological
state of an individual. Mimics, gestures, poses, and facial expressions may convey the
inner state of a person. Somatisms differ in their potential to indirectly render
information about a person’s inner state. For instance, among non-verbal signs, facial
expressions play a vital role in social interaction [32, p. 3454]. In communication,
people tend to focus their attention on the faces of their interlocutors and most of all on
the eyes. Therefore, faces and eyes are one of the most important means of expressing
the diversity of human emotions and serve as a primary source of information about
people’s feelings, and this is reflected in language.</p>
      <p>
        The construction under analysis instantiates a set of fully and partially lexically
specified constructions. Nouns thing(s), object, purpose, intention, etc. constitute a
class of general nouns [
        <xref ref-type="bibr" rid="ref33">33</xref>
        ] or shell nouns [
        <xref ref-type="bibr" rid="ref34">34</xref>
        ]. They are considered “an open-ended
functionally-defined class of abstract nouns that have, to a varying degree, the potential
for being used as conceptual shells for complex, proposition-like pieces of information”
[34, p. 4] and hold or encapsulate information realized elsewhere in the context. In
Schmidt’s classification [34, p. 88], the analyzed nouns are included into the group of
factual shell nouns that describe facts or states of affairs. Functioning as subjects of the
unaugmented [with-less[SubjCOMMON NOUN][VPARTICIPLE I]] construction, these nouns
summarize the matrix clause performing the support function [cf. 35, p. 99]. These
constructions do not contribute to the factual meaning but add supplementary
information (comments, specification, explanation, etc.). Typically intensified by the
adjectives main, major, only, other and always followed by the participle being, these
nouns appear to represent completely or partially lexically specified instantiations of
the patterns: (other) things being equal, the object being to V, the purpose being to V,
the intention being to V, etc. These constructions are used in written narrative texts
other than fiction (newspaper, magazine, commerce, academic, non-academic).
      </p>
      <p>The results of the distinctive collexeme analysis support the findings of the simple
collexeme analysis. The distinctive collexemes include 23 nouns of the semantic frames
BODY_PART, WEATHER, KINSHIP and PURPOSE. The analysis of the distinctive
collexemes of the construction indicates a preference for inanimate subject referents
(95% of the total analyzed nouns) that do not act intentionally and specify agentless
actions. These inanimate subject referents are construed as PATIENTS of a
state/process expressed by the present participle, with the AGENT/EXPERIENCER of
the action presented by the predicate in the matrix clause. As suggested by their
overwhelming quantity and high collocation strength, the subject referents denoting
body parts and kinship relations constitute the inalienable property, representing
partwhole relations with the matrix subsect referents. Body parts subject referents are
construed as PARTITIVE with regard to the matrix subject.</p>
      <p>Thus from the results of the distinctive analysis, it becomes evident that the
[withless[SubjCOMMON NOUN][VPARTICIPLE I]] construction has one prominent and one more
peripheral functions. The quantitative data suggest that the depictive function is central.
With the majority of collexemes denoting body parts in the [Subj] slot, the construction
adds information about physical characteristics and inner state of the matrix subject’s
referent. The peripheral function is that of support, realized when the subject of the
construction is expressed by a general factual noun.</p>
      <p>The augmented [with[SubjCOMMON NOUN][VPARTICIPLE I]] construction is predominantly
used in newspapers and magazines (Figure 1 in appendix). The collexeme analysis
revealed that this construction attracts nouns of heterogeneous semantics. The noun
collexemes include items denoting human beings and spheres of their social activity
(i.e. commerce, politics, education, sport).</p>
      <p>The distinctive collexeme analysis revels that the [with[SubjCOMMON NOUN][VPARTICIPLE
I]] construction attracts three general nouns people, woman and man which are
classified as ‘people nouns’ [33, p. 99]. The noun people is the most frequent and highly
significant distinctive collexeme in the construction (rank 1). It is used in two general
meanings in the analyzed construction, referring to humans/men/women, children or
people of a particular country or social group [33, p. 102]. It occurs with and without
determining and modifying elements. Mostly the noun is modified by indefinite
quantifying elements (many, more, most, some, few, 107,000) which signal that the
noun is referred to people in a general way. When used with adjectives older, different,
deaf, happy, young, etc., that do not make the meaning of the word more specific, it
still refers to people in general. The generality of the noun people accounts for its use
in statements about typical actions or processes when it is not important who precisely
is involved. The noun people is utilized to focus on a situation or action where concrete
individuals constitute the background.</p>
      <p>The noun woman is in the list of collexemes with rank 35 and coll. strength 4.849225,
while the noun man is also attracted to the construction though the coll. strength is not
significant (1.173338). It should be noted here that the number of singular forms of the
nouns woman and man are less frequent than plural uses (4/16 and 4/12 uses
respectively). Singular uses of the nouns woman and man are accounted in fiction where
they indicate a specific person without the name of this person being given and specify
the sex of a person. These nouns are typically modified by definite or indefinite articles.
In this case, the singular noun woman or man as the referent of the subject of the
[with[SubjCOMMON NOUN][VPARTICIPLE I]] construction is different from the referent of the
matrix subject.</p>
      <p>In contrast, the plural forms women and men are used without determiners and
display a greater extent of generality. They are employed to talk about people in an
unspecific way. These nouns denote people who are treated as a group, sharing some
features in common or the action in which they are involved [33, p. 117]. The plural
forms women and men as subjects of the [with[SubjCOMMON NOUN][VPARTICIPLE I]]
construction are predominantly used in such BNC-BYU registers as newspapers,
popular magazines, academic and non-academic.</p>
      <p>The distinctive collexeme analysis of the nouns in the subject slot of the
[with[SubjCOMMON NOUN][VPARTICIPLE I]] construction reveals a preference for animate
subjects that are construed as AGENTS of a process/state expressed by the present
participle. The subject of the construction shows no coreference with the subject of the
matrix clause, specifying the whole matrix situation. The construction typically
performs support function and provides supplementary context to the event presented
in the matrix clause. It elaborates on actions and processes promoting the centrality of
a human being in general for the message.</p>
      <p>The usage of the analyzed constructions strongly depends on the text register. The
quantitative analysis of register distribution of the augmented [with[SubjCOMMON
NOUN][VPARTICIPLE I]] and unaugmented [with-less[SubjCOMMON NOUN][VPARTICIPLE I]]
constructions (Figure1 in appendix) proves that the unaugmented construction utterly
prevails in fiction, while the augmented construction is the most numerous in
newspapers and magazines. This register distribution specificity directly influences the
choice of the subject referents. Newspapers deal with the news that report what happens
in the world, discuss global developments as well as problems of individuals with
gender issues and social relations among them. Thus nouns referring to people in
general moreover in plural form (people, women, men) are very frequent there, they
help to concentrate on actions and situations leaving the identity of the people involved
anonymous. In fiction much attention is paid to the descriptions of the personages, their
outward and inward features. Apart from denoting parts of the body, somatisms
represent signs of “non-verbal behavior (movements, postures, facial expression,
glances and eye contact, automatic reactions, spatial and touching behavior)” [36, p. 4].
The body language of the literary characters is ‘meaningful’ in fictional communication
as it lends liveliness and authenticity to the action portrayed [36, p. 5]. Hence, nouns
referring to parts of the body (eyes, hands, face, etc.) are exceptionally frequent in
fiction, especially in prose.
6</p>
    </sec>
    <sec id="sec-9">
      <title>Concluding Remarks</title>
      <p>The results of the conducted analysis of the English augmented [with[SubjCOMMON
NOUN][VPARTICIPLE I]] and unaugmented [with-less[SubjCOMMON NOUN][VPARTICIPLE I]]
constructions allow for the following tentative conclusions.</p>
      <p>The English augmented and unaugmented present participle with the explicit subject
constructions are a very interesting and complex phenomenon, which has already been
extensively studied in various linguistic paradigms, and there is still more to be
discussed about them. Our focus has been on the underlying semantic relations between
two synonymous participial constructions with the explicit subject connected to the
matrix sentence with or without the augmentor with. To analyze the semantics of the
investigated constructions, only the cases with the subject expressed by a common noun
have been taken into account.</p>
      <p>The underlying assumption of the conducted research has been the following:
semantic properties of syntactic constructions can be investigated on the basis of their
significant collexemes, i.e. lexemes that occur in a particular slot of the construction
more often than expected. The distributional data obtained show that such an analysis
provides unexpected and nontrivial findings on the nature of the semantic contrast
between [with[SubjCOMMON NOUN][VPARTICIPLE I]] and [with-less[SubjCOMMON
NOUN][VPARTICIPLE I]] constructions in present-day English.</p>
      <p>The data of the simple collexeme and the distinctive collexeme analyses prove that
the English augmented [with[SubjCOMMON NOUN][VPARTICIPLE I]] and unaugmented
[withless[SubjCOMMON NOUN][VPARTICIPLE I]] constructions differ in terms of productivity,
semantics of nouns in the subject slot, agentivity of the subject’s referent, genre
distribution, and pragmatic functions.</p>
      <p>From the research that has been carried out, it is possible to conclude that the English
augmented [with[SubjCOMMON NOUN][VPARTICIPLE I]] and unaugmented [with-less[SubjCOMMON
NOUN][VPARTICIPLE I]] constructions are pragmatically distinct and semantically
substantiated. The constructions display a remarkable consistency in attracting nouns
of certain semantic frames to fill their subject slots. The quantitative corpus linguistic
methods employed in this study have proved to be beneficial for determining the
difference between a pair of synonymous grammatical constructions that differ only in
the absence/presence of a particular augmentor.</p>
      <p>This study is of preliminary character since the findings are produced on the limited
research material. Further more extensive corpus-quantitative research of the English
augmented [with[SubjCOMMON NOUN][VPARTICIPLE I]] and unaugmented [with-less[SubjCOMMON
NOUN][VPARTICIPLE I]] constructions with pronouns and proper nouns in the [Subj] slot
would be needed to obtain more reliability and corroborate the data presented.
7</p>
    </sec>
    <sec id="sec-10">
      <title>APPENDIX</title>
    </sec>
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