Cet article détaille la méthodologie mise en place dans le projet EMOLEX qui a abouti à la mise à disposition de corpus multilingues, d’interfaces d’interrogation et d’analyse de ces corpus ainsi que d’applications permettant d’exploiter les analyses linguistiques portant sur le lexique des affects dans cinq langues européennes.

This study concerns the distribution of metaphorical lexis in discrete syntactic constructions. Source and target seed language from established conceptual metaphors in economic discourse is used to catalogue the specific patterns of how metaphorical pairs align in five syntactic constructions: A-NP, N-N, NP-of-NP, V-NP, and X is Y. Utilizing the Corpus of Contemporary American English, the examination includes 12 frequent metaphorical target triggers combined with 84 source triggers to produce 2,016 ordered collocations, i.e. investment freeze and turbulent market. (...) Through detailed type and token counts, results confirm that source domains function as conceptual material used to structure the target domain and disproportionally fill syntactic positions associated with predication, Studies in cognitive corpus linguistics. Frankfurt: Peter Lang Publishers; Sullivan, Karen. 2013. Frames and constructions in metaphoric language. Amsterdam: John Benjamins Publishing). Given a lexeme’s origin – source or target – when used in source-target metaphors, syntactic alignment can be predicted, market climate is metaphorical, climate market is not. Exceptions to these strong tendencies are explained through genre-specific lexicalization processes in which predicate denoting terms like bubble establish themselves as domain modifiers in economic jargon. Through quantitative techniques to gage metaphorical conventionality and lexical versatility, corpus methodology is used to define and inform the value of frequency effects in cataloguing and understanding metaphorical lexicalization. (shrink)

This book reports on the contrastive-semantic investigation of sadness expressions between English and Chinese, based on two monolingual general corpora and a parallel corpus. The exploration adopts a unique theoretical approach which integrates corpus-linguistic theories on meaning (as a social construct, usage and paraphrase) with a corpus-linguistic lexical model. It employs a new complex but workable methodology which combines computational tools with manual examination to tease meaning out of corpus evidence, to compare and contrast (...) class='Hi'>lexical items that do not match up neatly between languages. It looks at sadness expressions both within and across languages in terms of three corpus-linguistic structural categories, i.e. colligation, collocation and semantic association/preference, and paraphrase (both explicit and implicit) to capture their subtle nuances of meaning, disclose the culture-specific conceptualisations encoded in them, and highlight their respective cultural distinctiveness of emotion. By presenting multidisciplinary original work, Sadness Expressions in English and Chinese will be of interest to researchers in corpus linguistics, contrastive lexical semantics, psychology, bilingual lexicography and language pedagogy. (shrink)

This book reports on the contrastive-semantic investigation of sadness expressions between English and Chinese, based on two monolingual general corpora and a parallel corpus. The exploration adopts a unique theoretical approach which integrates corpus-linguistic theories on meaning (as a social construct, usage and paraphrase) with a corpus-linguistic lexical model. It employs a new complex but workable methodology which combines computational tools with manual examination to tease meaning out of corpus evidence, to compare and contrast (...) class='Hi'>lexical items that do not match up neatly between languages. It looks at sadness expressions both within and across languages in terms of three corpus-linguistic structural categories, i.e. colligation, collocation and semantic association/preference, and paraphrase (both explicit and implicit) to capture their subtle nuances of meaning, disclose the culture-specific conceptualisations encoded in them, and highlight their respective cultural distinctiveness of emotion. By presenting multidisciplinary original work, Sadness Expressions in English and Chinese will be of interest to researchers in corpus linguistics, contrastive lexical semantics, psychology, bilingual lexicography and language pedagogy. (shrink)

The aim of this paper is to explore some of the possibilities, advantages and difficulties of corpus-based analyses of semantic and pragmatic aspects of language in one particular field, namely the linguistic expression of emotion concepts. For this purpose, a methodological procedure is proposed and an exemplary analysis of the emotion concept “fear” in English is performed. The procedure combines Kövecses' lexical approach and Stefanowitsch's metaphorical pattern analysis with additional concepts from corpus linguistics such as semantic preference (...) and semantic prosody. The results of the study show that such a corpus-based analysis of emotion words offers several advantages. Firstly, by exploring the surroundings of the search word in a vast amount of text, we are not only able to find evidence of conceptual metaphor and metonymy that structure the emotion concept and of related emotion concepts, but also we can enrich the description of the emotion concept with information from a series of dimensions and add a pragmatic viewpoint by revealing an explicit or implicit evaluation of the emotion. The second advantage offered by a corpus-based approach lies in the possibility of quantifying results, i.e., comparing the frequency, productivity and creative use of individual metaphors and metonymies, which is especially interesting in view of contrastive studies. (shrink)

This is an exploration of the importance of the collocation approach in investigating language. It underpins a new conception of grammar that is: (i) intrinsically connected with lexis; (ii) investigates the language as it is naturally used in life; (iii) can be developed as a corpus-driven grammar. The collocation approach in language exploration is also examined from the perspective of some recent developments in the philosophy of language. In conclusion, I defend the identity between philosophical ontology, linguistic ontology (...) and computational ontology. (shrink)

We present a study of the linguistic output of the German-speaking writer Robert Walser using Natural Language Processing (NLP). We curated a corpus comprising texts written by Walser during periods of sound health, and writings from the year before his hospitalization, and writings from the first year of his stay in a psychiatric clinic, all likely attributed to schizophrenia. Within this corpus, we identified and analyzed a total of 20 linguistic markers encompassing established metrics for lexical diversity, (...) semantic similarity, and syntactic complexity. Additionally, we explored lesser-known markers such as lexical innovation, concreteness, and imageability. Notably, we introduced two additional markers for phonological similarity for the first time within this context. Our findings reveal significant temporal dynamics in these markers closely associated with Walser’s contemporaneous diagnosis of schizophrenia. Furthermore, we investigated the relationship between these markers, leveraging them for classification of the schizophrenic episode. (shrink)

The present investigation challenges the traditional distinction between cohesion and coherence; i.e., the distinction between the syntactical rules governing the composition of lexical units within the scope of the clause and the semantic-pragmatic rules guiding the composition of text units beyond the scope of the clause. To this end it exposes two major principles of semantic combination that are active through all levels of linguistic composition: viz. frame-schematic structure and narrative structure. These principles are considered as being components (...) of a semantic combinatorial system to be determined in terms of dependency relations. (shrink)

The present investigation challenges the traditional distinction between cohesion and coherence; i.e., the distinction between the syntactical rules governing the composition of lexical units within the scope of the clause and the semantic-pragmatic rules guiding the composition of text units beyond the scope of the clause. To this end it exposes two major principles of semantic combination that are active through all levels of linguistic composition: viz. frame-schematic structure and narrative structure. These principles are considered as being components (...) of a semantic combinatorial system to be determined in terms of dependency relations. (shrink)

Within the framework of cognitive linguistics and construction grammar, it is claimed in this paper that the semantics of psuche is motivated by cognitive, cultural, and constructional parameters of meaning. More specifically, it is argued that psyche, as the immaterial nature of a human being, and the seat of emotions and feelings in particular, is understood in terms of image-based metaphors, a cultural model of the self, and a cultural narrative of existence. It is also argued that the frequent occurrence (...) of psyche in a number of collocations and idioms motivates and constrains constructional meaning. At the same time, constructions motivate extended senses of this word, thereby contributing to its polysemy and ultimately to semantic change. The evidence presented within this framework argues against a fixed borderline between lexical and constructional meaning. This view, long and tacitly adopted in lexicographic practice by necessity, is gaining further support within current research in the framework of lexicography, corpus linguistics, lexical semantics, language change, and construction grammar. (shrink)

This edited collection presents the state of the art in research related to lexical combinations and their restrictions in Spanish from a variety of theoretical approaches, ranging from Explanatory Combinatorial Lexicology to Distributed Morphology and Generative Lexicon Theory. Section 1 offers a presentation of the main theoretical and descriptive approaches to collocation. Section 2 explores collocation from the point of view of its lexicographical representation, while Section 3 offers a pedagogical perspective. Section 4 surveys current research on collocation in (...) Catalan, Galician and Basque. Collocations and other lexical combinations in Spanish will be of interest to students of Hispanic linguistics. ". (shrink)

A number of studies report that frequency is a poor predictor of acceptability, in particular at the lower end of the frequency spectrum. Because acceptability judgments provide a substantial part of the empirical foundation of dominant linguistic traditions, understanding how acceptability relates to frequency, one of the most robust predictors of human performance, is crucial. The relation between low frequency and acceptability is investigated using corpus- and behavioral data on the distribution of infinitival and finite that-complements in Polish. Polish (...) verbs exhibit substantial subordination variation and for the majority of verbs taking an infinitival complement, the that-complement occurs with low frequency. These low-frequency that-clauses, in turn, exhibit large differences in how acceptable they are to native speakers. It is argued that acceptability judgments are based on configurations of internally structured exemplars, the acceptability of which cannot reliably be assessed until sufficient evidence about the core component has accumulated. (shrink)

A number of studies report that frequency is a poor predictor of acceptability, in particular at the lower end of the frequency spectrum. Because acceptability judgments provide a substantial part of the empirical foundation of dominant linguistic traditions, understanding how acceptability relates to frequency, one of the most robust predictors of human performance, is crucial. The relation between low frequency and acceptability is investigated using corpus‐ and behavioral data on the distribution of infinitival and finite that‐complements in Polish. Polish (...) verbs exhibit substantial subordination variation and for the majority of verbs taking an infinitival complement, the that‐complement occurs with low frequency (<0.66 ipm). These low‐frequency that‐clauses, in turn, exhibit large differences in how acceptable they are to native speakers. It is argued that acceptability judgments are based on configurations of internally structured exemplars, the acceptability of which cannot reliably be assessed until sufficient evidence about the core component has accumulated. (shrink)

The present paper aims to report on the preliminary findings from the initial stages of ongoing research on hate speech in Lithuanian online comments. Comments are marked strongly by such phenomena as flaming and trolling; therefore, in this genre we can expect a high degree of hostility, obscenity, high incidence of insults and aggressive lexis, which can inflict harm to individuals or organizations. The goal of the current research is thus to make an attempt to identify some features of (...) verbal aggression in Lithuanian by applying the principles and instruments of corpus linguistics, which proved to be a useful approach when dealing with such issues as trolling. It is expected that further analysis of those features will help to identify and define formal linguistic criteria that could facilitate identification of hate speech in public discourse. The data has been obtained from the Lithuanian corpus of user-generated comments collected from one major Lithuanian portal, www.delfi.lt. The corpus consists of all the comments posted in the year 2014 and in total includes 17,909 comments, which make up 1,160,109 words. For the initial data analysis, linguistic aspects, such as wordlists, collocations, and formulaic language, were analysed by using the AntConc software. The interpretations of the results are still very tentative, but what the initial findings show is that overt aggression does not feature among the most frequent and most salient features of comments. Aggression is, in our data, indirectly expressed through creative language use, which can mainly be studied through qualitative analysis. (shrink)

Readers of literary narratives undergo an emotional experience by feeling varied emotions in various ways. While going through a narrative, we assume here, a fictive reader may be absorbed because they very often believe they develop a feel what is to be felt from a perspective presented and, similarly they understand what is to be understood in a given situation and character engaged in highly textually interwoven situation. Therefore, certain techniques and devices are employed by the authors of emotional fiction (...) to engage their readers emotionally and to create text- reader empathy. In this paper, an attempt has been made to discover the lexico-grammatical texturing of emotional fiction using the Corpus Stylistics Framework for identifying emotional intensity based on Systemic Functional Linguistics to unveil how this particular texturing causes emotional immersion. Through a lexico-grammatical analysis of the selected passages of ‘The Bride’, it is established that by using particular lexical choices and devices, the author engages the reader emotionally and therefore, enhances readers’ involvement in the text. Hence, it supports our claim that the lexicogrammar of the emotional passages is instrumentally di?erent for projecting emotionally engaged responses. (shrink)

Language acquisition may be one of the most difficult tasks that children face during development. They have to segment words from fluent speech, figure out the meanings of these words, and discover the syntactic constraints for joining them together into meaningful sentences. Over the past couple of decades, computational modeling has emerged as a new paradigm for gaining insights into the mechanisms by which children may accomplish these feats. Unfortunately, many of these models assume a computational complexity and linguistic knowledge (...) likely to be beyond the abilities of developing young children. This article shows that, using simple statistical procedures, significant correlations exist between the beginnings and endings of a word and its lexical category in English, Dutch, French, and Japanese. Therefore, phonetic information can contribute to individuating higher level structural properties of these languages. This article also presents a simple 2‐layer connectionist model that, once trained with an initial small sample of words labeled for lexical category, can infer the lexical category of a large proportion of novel words using only word‐edge phonological information, namely the first and last phoneme of a word. The results suggest that simple procedures combined with phonetic information perceptually available to children provide solid scaffolding for emerging lexical categories in language development. (shrink)

This research investigates methods of semantization of legal English vocabulary for teaching purposes. It includes several stages. First, the article describes methods and procedures of collecting and analyzing learners’ errors related to the use of vocabulary. The errors are classified and grouped in accordance with the lexical challenges they stem from. The findings show that the most frequent errors are caused by inter- and intralanguage interferences and related, primarily, to the use of synonyms, homonyms, paronyms, false cognates, collocations, (...) class='Hi'>lexis having stylistic and culture-specific connotations. Further, it characterizes ways of vocabulary semantization addressing the students’ errors and focusing on the linguistic phenomena that cause them. The most effective methods of semantization targeting the challenges are divided into translational and non-translational ones. The former include direct translation and translation–interpretation. The majority of semantization techniques are characterized as non-translational. This type of semantization involves definitions, synonyms and antonyms, enumeration, identifying semantics by means of word-formation elements, semantic ties between hyponyms and hypernyms as well as those revealing words’ etymology. (shrink)

This book focuses on binomials (word pairs such as heart and soul, rich and poor, or if and when), and in particular on the degree of reversibility that English binomials demonstrate. Detailed and innovative corpus linguistic analyses investigate the correlates of the degree of reversibility, linguistic constraints that influence the ordering and reversibility of binomials and the diachronic development of reversibility. In addition, judgment data are analyzed for their convergence and divergence with corpus data regarding degrees of reversibility. (...) The book thus establishes reversibility as a complex characteristic of the binomial construction, at the same time throwing light on general questions in phraseology, lexicalization, language structure and language processing. (shrink)

This book studies Chinese opposites. It uses a large corpus to trace the behavior of opposite pairings’ co-occurrence, focusing on the following questions: In what types of constructions, from window-size restricted and bi-syllabic to quad-syllabic, will the opposite pairings appear together? And, on a larger scale, i.e. in constrained-free contexts, in which syntactic frames will the opposite pairings appear together? The data suggests aspects that have been ignored by previous theoretical studies, such as the ordering rules in co-occurrent pairings, (...) the differences between the three main sub-types of opposites in discourse function distributions. The author also considers the features of this Chinese study and compares it to similar studies of English and Japanese. In all, it offers a practical view of how opposites are used in a certain language as a response to the puzzles lingering in theoretical fields. This study appeals to linguists, computational linguists and language-lovers. With numerous tables, illustrations and examples, it is easy to read but also encourages readers to link their personal instincts with the results from a large corpus to experience the beauty of language as a shared human resource. (shrink)

The problems of access—retrieving linguistic structure from some mental grammar —and disambiguation—choosing among these structures to correctly parse ambiguous linguistic input—are fundamental to language understanding. The literature abounds with psychological results on lexical access, the access of idioms, syntactic rule access, parsing preferences, syntactic disambiguation, and the processing of garden‐path sentences. Unfortunately, it has been difficult to combine models which account for these results to build a general, uniform model of access and disambiguation at the lexical, idiomatic, and (...) syntactic levels. For example, psycholinguistic theories of lexical access and idiom access and parsing theories of syntactic rule access have almost no commonality in methodology or coverage of psycholinguistic data. This article presents a single probabilistic algorithm which models both the access and disambiguation of linguistic knowledge. The algorithm is based on a parallel parser which ranks constructions for access, and interpretations for disambiguation, by their conditional probability. Low‐ranked constructions and interpretations are pruned through beam‐search; this pruning accounts, among other things, for the garden‐path effect. I show that this motivated probabilistic treatment accounts for a wide variety of psycholinguistic results, arguing for a more uniform representation of linguistic knowledge and for the use of probabilistically‐enriched grammars and interpreters as models of human knowledge of and processing of language. (shrink)

The complex organization of syntax in hierarchical structures is one of the core design features of human language. Duality of patterning refers, for instance, to the organization of the meaningful elements in a language at two distinct levels: a combinatorial level, where meaningless forms are combined into meaningful forms; and a compositional level, where meaningful forms are composed into larger lexical units. The question remains wide open regarding how such structures could have emerged. The aim of this paper is (...) to address these two aspects in a self-consistent way. First, we introduce suitable measures to quantify the level of combinatoriality and compositionality in a language, and we present a framework to estimate these observables in human natural languages. Second, we show that a recently introduced multi-agent modeling scheme, namely the Blending Game, provides a mathematical framework to address the problem of how a population of individuals can bootstrap combinatoriality and compositionality. Theoretical predictions based on this model turn out to be in good agreement with empirical data. It is remarkable that the two sides of duality of patterning emerge simultaneously as a consequence of a pure cultural dynamics in a simulated environment that contains meaningful relations, provided a simple constraint on message transmission fidelity is also considered. (shrink)

A new view of the functional role of the left anterior cortex in language use is proposed. The experimental record indicates that most human linguistic abilities are not localized in this region. In particular, most of syntax (long thought to be there) is not located in Broca's area and its vicinity (operculum, insula, and subjacent white matter). This cerebral region, implicated in Broca's aphasia, does have a role in syntactic processing, but a highly specific one: It is the neural home (...) to receptive mechanisms involved in the computation of the relation between transformationally moved phrasal constituents and their extraction sites (in line with the Trace-Deletion Hypothesis). It is also involved in the construction of higher parts of the syntactic tree in speech production. By contrast, basic combinatorial capacities necessary for language processing – for example, structure-building operations, lexical insertion – are not supported by the neural tissue of this cerebral region, nor is lexical or combinatorial semantics. The dense body of empirical evidence supporting this restrictive view comes mainly from several angles on lesion studies of syntax in agrammatic Broca's aphasia. Five empirical arguments are presented: experiments in sentence comprehension, cross-linguistic considerations (where aphasia findings from several language types are pooled and scrutinized comparatively), grammaticality and plausibility judgments, real-time processing of complex sentences, and rehabilitation. Also discussed are recent results from functional neuroimaging and from structured observations on speech production of Broca's aphasics. Syntactic abilities are nonetheless distinct from other cognitive skills and are represented entirely and exclusively in the left cerebral hemisphere. Although more widespread in the left hemisphere than previously thought, they are clearly distinct from other human combinatorial and intellectual abilities. The neurological record (based on functional imaging, split-brain and right-hemisphere-damaged patients, as well as patients suffering from a breakdown of mathematical skills) indicates that language is a distinct, modularly organized neurological entity. Combinatorial aspects of the language faculty reside in the human left cerebral hemisphere, but only the transformational component (or algorithms that implement it in use) is located in and around Broca's area. Key Words: agrammatism; aphasia; Broca's area; cerebral localization; dyscalculia; functional neuroanatomy; grammatical transformation; modularity; neuroimaging; syntax; trace deletion. (shrink)

With the increasing prevalence of Internet usage, Internet-Delivered Psychological Treatment (IDPT) has become a valuable tool to develop improved treatments of mental disorders. IDPT becomes complicated and labor intensive because of overlapping emotion in mental health. To create a usable learning application for IDPT requires diverse labeled datasets containing an adequate set of linguistic properties to extract word representations and segmentations of emotions. In medical applications, it is challenging to successfully refine such datasets since emotion-aware labeling is time consuming. Other (...) known issues include vocabulary sizes per class, data source, method of creation, and baseline for the human performance level. This paper focuses on the application of personalized mental health interventions using Natural Language Processing (NLP) and attention-based in-depth entropy active learning. The objective of this research is to increase the trainable instances using a semantic clustering mechanism. For this purpose, we propose a method based on synonym expansion by semantic vectors. Semantic vectors based on semantic information derived from the context in which it appears are clustered. The resulting similarity metrics help to select the subset of unlabeled text by using semantic information. The proposed method separates unlabeled text and includes it in the next active learning mechanism cycle. Our method updates model training by using the new training points. The cycle continues until it reaches an optimal solution, and it converts all the unlabeled text into the training set. Our in-depth experimental results show that the synonym expansion semantic vectors help enhance training accuracy while not harming the results. The bidirectional Long Short-Term Memory (LSTM) architecture with an attention mechanism achieved 0.85 Receiver Operating Characteristic (ROC curve) on the blind test set. The learned embedding is then used to visualize the activated word's contribution to each symptom and find the psychiatrist's qualitative agreement. Our method improves the detection rate of depression symptoms from online forum text using the unlabeled forum texts. (shrink)

ABB words in Chinese, e.g., hēi-qīqī ‘pitch black’, have been studied for a long time. Most traditional studies analyze these words through derivational rules involving empty suffixes. However, this is problematic, as they are better seen as compounds involving a prosaic A and an ideophonic BB part. By treating ABB as a schema sanctioned by collocate–ideophonic constructions, it is possible to investigate other similar patterns. A corpus study (more than 5,000 tokens) revealed that on the level of schemas, ABB (...) truly acts as a prototype of such constructions, but that it is far from the only pattern to be identified. A second corpus-based study on the level of exemplars showed there are different pockets of salience and non-uniformity in the data from four angles: cue validity, frequency, dispersion, and constructional preference. This paper provides evidence that the traditional ABB narrative needs to be complemented with usage-based data, and grapple with the lexical salience effects this brings along for words involving iconicity. (shrink)

The issue of words combinations draws attention of linguists starting from the second half of the XX c. until the present day. This study is focused on the research of semantic mechanisms of unusually combined lexemes and unexpected collocations in English postmodern short-short stories. Reconsideration of the literary past and ironic view on traditional poetic canons are reflected in postmodern literary texts due to the principles of postmodern poetics. Being distinctive feature of postmodern literature in general, uncertainty creates multiplicity of (...) meanings of entire literary text, as well as separate unexpected collocations, by means of unusually combined lexemes. The aim of the study is to elaborate the phenomenon of valence violation, created by unusually combined lexemes and unexpected collocations in English postmodern short-short stories. To achieve this goal, it is necessary to define the notion of valence and lexeme compatibility, to identify types of valence violation in lexemes combinations, and to provide their possible interpretation. Functioning in English postmodern short-short stories such language units widen boundaries of their usage and their combinatorial profile. Unusually combined lexemes focus the reader’s attention and provoke a cognitive mechanism of continuous searching for a hidden meaning of unexpected collocations and the general message of a literary text. In this research unusually combined lexemes are regarded as special markers of postmodern short-short story genre for which violation of text structure, violation of usual relations between lexemes in logic, semantic and syntactic aspects are quite common. (shrink)

Surprise is treated as an affect in Aristotelian philosophy as well as in Cartesian philosophy. In experimental psychology, surprise is considered to be an emotion. In phenomenology, it is only addressed indirectly (Husserl, Heidegger, Levinas), with the important exception of Ricoeur and Maldiney; it is reduced to a break in cognition by cognitivists (Dennett). Only recently was it broached in linguistics, with a focus on lexico-syntactic categories. As for the expression of surprise, it has been studied in connection with evidentiality (...) in languages that encode surprise morphosyntactically. However, how surprise is encoded in languages that lack an evidential morphosyntactic system has been largely unexplored. This book provides new insights into the dynamics of surprise based on a heuristic hypothesis tested against the investigation of time, language and emotion. It is intended to arouse the interest of a multidisciplinary audience keen on crossing the disciplinary borders of phenomenology, cognitive sciences, and pragmatics. The theoretical approaches adopted in this collection of articles rely on experiments and corpus data. They advance knowledge by building on robust empirical results coming from psychology, microphenomenology, linguistics and physiology. (shrink)

In order to exchange knowledge, humans need to share a common lexicon of words as well as to access the world models underlying that lexicon. What is a natural process for a human turns out to be an extremely hard task for a machine: computers can’t represent knowledge as effectively as humans do, which hampers, for example, meaning disambiguation and communication. Applied ontologies and NLP have been developed to face these challenges. Integrating ontologies with (possibly multilingual) lexical resources is (...) an essential requirement to make human language understandable by machines, and also to enable interoperability and computability across information systems and, ultimately, in the Web. This book explores recent advances in the integration of ontologies and lexical resources, including questions such as building the required infrastructure (e.g., the Semantic Web) and different formalisms, methods and platforms for eliciting, analyzing and encoding knowledge contents (e.g., multimedia, emotions, events, etc.). The contributors look towards next-generation technologies, shifting the focus from the state of the art to the future of Ontologies and Lexical Resources. This work will be of interest to research scientists, graduate students, and professionals in the fields of knowledge engineering, computational linguistics, and semantic technologies. (shrink)

In this paper, we introduce a system, Sentence Planning Using Description, which generates collocations within the paradigm of sentence planning. SPUD simultaneously constructs the semantics and syntax of a sentence using a Lexicalized Tree Adjoining Grammar (LTAG). This approach captures naturally and elegantly the interaction between pragmatic and syntactic constraints on descriptions in a sentence, and the inferential and lexical interactions between multiple descriptions in a sentence. At the same time, it exploits linguistically motivated, declarative speci- fications of the (...) discourse functions of syntactic constructions to make contextually appropriate syntactic choices. (shrink)

Linguistic evaluation has become an important area of inquiry in recent years. In the traditions of, e.g., lexical semantics, phraseology, corpus linguistics, and interactional linguistics, a large inventory of linguistic means have been identified by which speakers can express evaluative meanings. However, the class of German sentential idioms, e.g., Das kannst du dir in die Haare schmieren , has not gained much attention. This paper explores how the evaluative meaning of German sentential idioms is constructed syntactically, semantically, and (...) pragmatically. In particular, it is investigated how the meaning of these idioms interacts with the context in which they are used. A context model of evaluation is developed in which the cognitive category of cause plays a central role. The model is applied to contextualized examples, the findings supporting the hypothesis that cause is one of the core categories of evaluation. (shrink)

Experimental research shows that human sentence processing uses information from different levels of linguistic analysis, for example, lexical and syntactic preferences as well as semantic plausibility. Existing computational models of human sentence processing, however, have focused primarily on lexico‐syntactic factors. Those models that do account for semantic plausibility effects lack a general model of human plausibility intuitions at the sentence level. Within a probabilistic framework, we propose a wide‐coverage model that both assigns thematic roles to verb–argument pairs and determines (...) a preferred interpretation by evaluating the plausibility of the resulting (verb, role, argument) triples. The model is trained on a corpus of role‐annotated language data. We also present a transparent integration of the semantic model with an incremental probabilistic parser. We demonstrate that both the semantic plausibility model and the combined syntax/semantics model predict judgment and reading time data from the experimental literature. (shrink)

Exocentric compounding is a creative morphological process that contributes to the English lexicon. However, because it lacks a syntactic or semantic head, it was deemed an exceptional case in most word-formation literature and hence neglected. Previous work has only been limited to syntax-based grammar and the notion of headedness and thus failed to address the other linguistic rules that constrain exocentric compounds. The current paper aims to identify the frequency of exocentric compounds and thus to determine their viability. The research (...) will also look into how conceptual metaphor and/or conceptual metonymy motivate exocentric compound formation. The results demonstrate that exocentric compounds are viable lexical units, generating content words (e.g., adjectives and adverbs) through productive word-formation processes, and extending word senses. The results also suggest that conceptual metonymy is more active than conceptual metaphor in the formation of exocentric compounds. The present findings have several implications for research on exocentric compounds, conceptual metonymy and conceptual metaphor. (shrink)

This article draws on the conceptualisation of ‘discursive formation’ to examine the particular configuration of the ‘objects, subjects, concepts and strategies’ which constituted ‘nuclear proliferation’ between 2006 and 2012. While previous studies have mostly explored the discourse of nuclear proliferation through the analysis of newspaper texts, few have considered corpora from different sites or considered the changes, transformations and contradictions that take place when meanings are delocated from one site and relocated in another. Elements of poststructuralist discourse theory, critical linguistics (...) and corpus linguistics are brought together to consider how events were constructed within two corpora: UN Security Council resolutions and newspaper articles published in prominent UK and US broadsheets. WordSmith Tools was used to analyse word frequencies, statistical patterns of keywords, word collocation profiles and concordance patterns. Results indicate that the most salient lexical items refer to actors, strategic actions and technologies. As these constituents of nuclear proliferation are delocated from the political sphere and relocated in the public sphere, three discursive strategies unfold: personalisation, normalisation or exceptionalisation, and reification. (shrink)

This study examined lexical bundles used differently by Chinese and American PhD students of linguistics in their dissertation abstracts. Two corpora were built, with each having 700 dissertation abstracts produced by Chinese and American PhD students of linguistics, respectively. The study then used lexical analysis software to retrieve frequently used three-word LBs, from which LBs having different frequencies at a significant level across the two corpora were identified and termed as bundles used differently. BUDs were then categorized and (...) analyzed manually in terms of structure, function, and distribution in rhetorical moves. The major findings were: 57.14% of the frequently used LBs were BUDs, of which 90.67% had occurrences in both corpora. The BUDs distributed inequivalently across categories and moves, with the text-oriented category and the move of Result having the most BUDs; and BUDs exhibited two major patterns: the Chinese and American students filled different constituents into structurally and functionally similar constructions, and used LBs of dissimilar functions to fulfill the same communicative purposes. These findings indicate that variations in LB use have a high pedagogic value and confirm the need for using corpora to identify and teach core genre-specific vocabularies to second/foreign language learners. (shrink)

This article uses a 36-million word corpus of news reporting on Hurricane Katrina in the United States to explore how computer-based methods can help researchers to investigate the construction of newsworthiness. It makes use of Bednarek and Caple’s discursive approach to the analysis of news values, and is both exploratory and evaluative in nature. One aim is to test and evaluate the integration of corpus techniques in applying discursive news values analysis. We employ and evaluate corpus techniques (...) that have not been tested previously in relation to the large-scale analysis of news values. These techniques include tagged lemma frequencies, collocation, key part-of-speech tags and key semantic tags. A secondary aim is to gain insights into how a specific happening – Hurricane Katrina – was linguistically constructed as newsworthy in major American news media outlets, thus also making a contribution to ecolinguistics. (shrink)

ABSTRACTThe idea that metaphorical meaning is guided by speakers’ experiences of the world is central to Conceptual Metaphor Theory. Yet little is known about the ways in which speakers’ understandings of objects in the world around them influence how they use words in metaphorical and non-metaphorical ways. This article is a corpus linguistic analysis of the collocational patterns of metaphorical and non-metaphorical bridge instances from the Corpus of American English Corpus of Contemporary American English. The study shows (...) that metaphorical and non-metaphorical uses of words are systematically linked to different types of real world experiences. It is argued that lexical metaphors are, in fact, lexico-encyclopedic conceptual metaphors, and that they are constrained by cognitive salience. (shrink)

The language of emotions is culturally conditioned and a conceptualization of emotions is determined by the value systems adopted in given cultures, as well as by personal experiences in recognizing, valuing, and communicating those emotions. It is believed that sometimes certain emotions have no lexical equivalents in particular languages. Even within one culture and one language, we can observe a gray area in the meaning of terms from this field. This is not surprising, given the subjective perception of the (...) world by each member of a specific community, as well as the multitude of emotions themselves. Although most information about other people’s emotions comes to the recipients through language, talking or writing about them is not simple. Emotions are among the concepts that are not very clearly delineated in our experience and therefore other, more comprehensible concepts, such as spatial orientations or objects, should be used when referring to them. In the novel The Slynx by Tatyana Tolstaya, emotions are conceptualized and represented for instance by liquids, small animals, natural forces, and substances with some specific taste (sour, bitter, etc.). Our goal was to figure out which emotions and their linguistic instantiations are only typical for the Russian language and which ones would fall in the universal category. The paper will focus on the description and the way emotions are conceptualized from a cognitive linguistic perspective, drawing on CMT (Conceptual Metaphor Theory), conceptual metonymies, and cognitive models. (shrink)

Metaphors are considered as instruments crucial for persuasion. However, while their emotive, communicative and persuasive effects are the focus of different studies and discussions, the core of their persuasive function, namely their argumentative dimension, is almost neglected. This paper addresses the problem of explaining how metaphors can communicate arguments, and how it is possible to reconstruct and justify them. To this purpose, a distinction is drawn between the arguments that are communicated metaphorically and reconstructed “top down,” namely based on relevance (...) considerations, and the ones that are triggered implicitly by the use of a metaphorical expression. In both cases, metaphorical arguments are reconstructed through different patterns of argument, called argumentation schemes (Walton, Reed & Macagno 2008). However, while the purpose of a metaphorical sequence of discourse (called metaphorical move) can guide and justify the reconstruction of the argument that can sufficiently support the intended conclusion in a persuasive move, a more complex analysis is needed for analyzing the inferences that a metaphorical move can trigger. These inferences are claimed to represent part of the connotation of the metaphorical expression and can be captured through its most frequent collocations, determinable using some tools of the corpus linguistics. (shrink)

This paper examines how gender is represented within conspiracy theories by drawing on data from a corpus composed of conspiracy theory documents. It presents an analysis of the collocates of gendered nouns, highlighting the ways that conspiracy theorists use language to reinforce connections between religiosity and masculinity and understandings of femininity that rely on biological gender essentialism. Further, this paper highlights the overlap in values between religious masculinity and hegemonic masculinity that occur within this discourse. It also argues that (...) the ways in which gender is represented in conspiracy theory discourse shares links to far-right ideology, even when the conspiracies in question do not have direct or overt connections to the far-right. (shrink)

In this paper, we present an overview of existing parallel corpora for Automatic Text Simplification (ATS) in different languages focusing on the approach adopted for their construction. We make the main distinction between manual and (semi)–automatic approaches in order to investigate in which respect complex and simple texts vary and whether and how the observed modifications may depend on the underlying approach. To this end, we perform a two-level comparison on Italian corpora, since this is the only language, with the (...) exception of English, for which there are large parallel resources derived through the two approaches considered. The first level of comparison accounts for the main types of sentence transformations occurring in the simplification process, the second one examines the results of a linguistic profiling analysis based on Natural Language Processing techniques and carried out on the original and the simple version of the same texts. For both levels of analysis, we chose to focus our discussion mostly on sentence transformations and linguistic characteristics that pertain to the morpho-syntactic and syntactic structure of the sentence. (shrink)

This volume presents a sketch of the Meaning-Text linguistic approach, richly illustrated by examples borrowed mainly, but not exclusively, from English. Chapter 1 expounds the basic idea that underlies this approach—that a natural language must be described as a correspondence between linguistic meanings and linguistic texts—and explains the organization of the book. Chapter 2 introduces the notion of linguistic functional model, the three postulates of the Meaning-Text approach (a language is a particular meaning-text correspondence, a language must be described by (...) a functional model and linguistic utterances must be treated at the level of the sentence and that of the word) and the perspective “from meaning to text” for linguistic descriptions. Chapter 3 contains a characterization of a particular Meaning-Text model: formal linguistic representations on the semantic, the syntactic and the morphological levels and the modules of a linguistic model that link these representations. Chapter 4 covers two central problems of the Meaning-Text approach: semantic decomposition and restricted lexical cooccurrence (≈ lexical functions); particular attention is paid to the correlation between semantic components in the definition of a lexical unit and the values of its lexical functions. Chapter 5 discusses five select issues: 1) the orientation of a linguistic description must be from meaning to text (using as data Spanish semivowels and Russian binominative constructions); 2) a system of notions and terms for linguistics (linguistic sign and the operation of linguistic union; notion of word; case, voice, and ergative construction); 3) formal description of meaning (strict semantic decomposition, standardization of semantemes, the adequacy of decomposition, the maximal block principle); 4) the Explanatory Combinatorial Dictionary (with a sample of complete lexical entries for Russian vocables); 5) dependencies in language, in particular—syntactic dependencies (the criteria for establishing a set of surface-syntactic relations for a language are formulated). Three appendices follow: a phonetic table, an inventory of surface-syntactic relations for English and an overview of all possible combinations of the three types of dependency (semantic, syntactic, and morphological). The book is supplied with a detailed index of notions and terms, which includes a linguistic glossary. (shrink)

Emotive Interjections in British English: A corpus-based study on variation in acquisition, function and usage constitutes the first in-depth corpus-based study on the use of emotive interjections in Present Day British English. In a novel approach, it systematically distinguishes between child and adult speakers, providing new insights into how they use Ow!, Ouch!, Ugh!, Yuck!, Whoops!, Whoopsadaisy! and Wow! in everyday spoken language. It studies in detail their acquisition by children and pinpoints changes and developments in their use (...) throughout early childhood. The study highlights particularities displayed by child and adult speakers in general and identifies crucial differences regarding how adults use emotive interjections depending on whether they are interacting with children or other adults. This book thus offers an exhaustive overview on the functions of emotive interjections based on thorough empirical research and will appeal to linguists concerned with pragmatics, child language acquisition, the expression of emotion and interjections. (shrink)

The aim of the paper is to determine how salient and non-salient figurative discourse nouns affect readers’ default response processing and oculo-graphic (eye-movement) reactions. Whereas the theories of the Graded Salience and the Defaultness Hypotheses, developed by R. Giora (Giora, 1999, 2003; Giora, Givoni, & Fein, 2015), have stimulated further research in the area of interpretive salience (Giora et al., 2015; Giora, Jaffe, Becker & Fein, 2018), the resonating influence of syntactic salience on default interpretations has been largely neglected. In (...) this study we provide corpus-based evidence followed by eye-tracking experiment verification, supportive of the synchronized influence of syntactic and lexical salience. The results show that default figurative responses in lexically salient positions may require more cognitive effort (longer fixations) if they are syntactically less salient. Literal responses to figurative nouns may also result from either weak lexical or syntactic salience of nouns. Therefore, apart from exemplifying resonance with lexical salience (in terms of lexical frequency, familiarity, conventionality, and prototypicality), the default figurative interpretations are also syntactically dependent. (shrink)

Humans are equipped with the remarkable ability to comprehend an infinite number of utterances. Relations between grammatical categories restrict the way words combine into phrases and sentences. How the brain recognizes different word combinations remains largely unknown, although this is a necessary condition for combinatorial unboundedness in language. Here, we used functional magnetic resonance imaging and multivariate pattern analysis to explore whether distinct neural populations of a known language network hub—Broca’s area—are specialized for recognizing distinct simple word combinations. The phrases (...) consisted of a noun (flag) occurring either with a content word, an adjective (green flag), or with a function word, a determiner (that flag). The key result is that the distribution of neural populations classifying word combination in Broca’s area seems sensitive to neuroanatomical subdivisions within this area, irrespective of task. The information patterns for adjective + noun were localized in its anterior part (BA45) whereas those for determiner + noun were localized in its posterior part (BA44). Our findings provide preliminary answers to the fundamental question of how lexical and grammatical category information interact during simple word combination, with the observation that Broca’s area is sensitive to the recognition of categorical relationships during combinatory processing, based on different demands placed on syntactic and semantic information. This supports the hypothesis that the combinatorial power of language consists of some neural computation capturing phrasal differences when processing linguistic input. (shrink)

The present study investigates the collocation-induced semiosis of the linguistic sign AFRICA as being used in the academic section of the Corpus of Contemporary American English (known as COCA) (Davies, Mark. 2008. The Corpus of Contemporary American English (COCA): one billion words, 1990-present. Available online at https://corpus.byu.edu/coca/). Drawing on a hybrid theoretical framework, the study utilizes Charles Peirce’s (1931–58) semiotic model of the sign and Roman Jakobson’s theory of “markedness” (Jakobson, Roman. 1972. Verbal communication. Scientific American (Special (...) Issue, September 1). 73–80) as well as Stuart Hall’s treatment of “code” (Hall, Stuart. 1980. Encoding/decoding. In Stuart Hall, Doothy Hobson, Andrew Lowe, & Paul Willis (eds.), Culture, media, language: Working papers in cultural studies, 1972–79, 117–127. New York: Routledge) and John Swales’ notion of “discourse community” (Swales, John M. 1990. Genre analysis: English in academic and research settings. Cambridge: Cambridge University Press). The study empirically tests the hypothesis that, in a given discourse domain, the relevant interpretant can decode a linguistic sign (representamen) in the co-text of its marked collocates in a way that is collocationally used via the two modes of iconic and indexical signification. The concordance-based analysis conducted in the present study offers two findings, theoretical and practical. First, the study proposes the theoretical concept of collocational semiosis as one way of methodologically integrating the study of collocation into a structural-linguistic analytic framework that richly intersects with the genre-based notion of “discourse community.” Second, in the academic discourse community of the COCA, to the expert interpretant, the representamen AFRICA has been decoded due to its marked collocates which have been technically used in two modes of signification, viz. iconic and indexical. (shrink)

ABSTRACTThis study is situated within corpus-assisted discourse analysis. Corpora and discourse studies: Integrating discourse and corpora. London: Palgrave Macmillan.) and provides a critical discussion of key topics and stances in the marriage equality debate in Germany. The ways in which the German print media covered the debate are explored through two corpora which include relevant texts from three German newspapers and two magazines from two key periods ; in 2001, Germany introduced ‘civil unions’ but it was only in 2017 (...) that marriage was opened to same-sex couples. Qualitative and quantitative analyses using AntConc and ProtAnt suggest that while there are parallels to marriage equality debates in other countries, there are also language-/culture-specific features. For example, there is a stronger focus on children’s welfare in the contemporary data, since marriage equality meant joint adoption rights for same-sex couples. Through an exploration of keywords/collocations and close reading of prototypical texts, it is shown how linguistic choices contribute to framing the arguments for/against marriage equality and how these stances are connected to culture-specific and cross-cultural norms. (shrink)

A large body of psycholinguistic research demonstrates that both language processing and language acquisition are sensitive to the distributions of linguistic constructions in usage. Here we investigate how statistical distributions at different linguistic levels – morphological and lexical, and phrasal – contribute to the ease with which morphosyntax is processed and produced by second language learners. We analyze Chinese ESL learners’ knowledge of four English inflectional morphemes: -ed, -ing, and third-person -s on verbs, and plural -s on nouns. In (...) Elicited Imitation Tasks, participants listened to length- and difficulty-matched sentences each containing one target morpheme and typed the whole sentence as accurately as they could after a short delay. Experiment 1 investigated lexical and morphemic levels, testing the hypotheses that a morpheme is expected to be more easily processed when it is highly available, and highly reliable. Thirty sentences were made for each morpheme, divided into three Availability-Reliability Distribution groups on the basis of corpus analysis in the Corpus of Contemporary American English : 10 target words high in availability, 10 high in reliability, and 10 low in both reliability and availability. Responses were scored on whether the target morpheme was accurately reproduced given the provision of the correct lemma. A generalized linear mixed-effects logit model revealed fixed effects of morpheme type, availability, and reliability on the accuracy of morpheme provision. There were no effects of lemma frequency. Experiment 2 successfully replicated these results and extended the investigation to explore phrasal formulaicity by manipulating the frequency of the four-word strings in which the morpheme was embedded. GLMMs replicated the effects of word-form availability and reliability and additionally revealed independent phrase-superiority effects where morphemes were better reproduced in contexts of higher string-frequency. Taken together, these findings demonstrate that morpheme acquisition reflects the distributional properties of learners’ experience and the mappings therein between lexis, morphology, phraseology, and semantics. These conclusions support an emergentist view of the statistical symbolic learning of morphology where language acquisition involves the satisfaction of competing constraints across multiple grain-sizes of units. (shrink)

Cet article présente le contexte général ayant conduit à l’élaboration du Corpus de français parlé au Québec (CFPQ) et les principes méthodologiques ayant présidé à sa confection. Il illustre ensuite l’intérêt que représente cette ressource documentaire pour l’étude de la langue parlée en contexte informel par le biais d’un examen lexico-sémantique de la séquence je sais pas. L’intérêt pour cette séquence vient d’abord d’un constat : celle-ci est particulièrement fréquente dans le corpus pris comme cible. En effet, elle (...) y occupe le premier rang, en terme de fréquence, pour ce qui concerne la présence de trois unités graphiques figurant en contiguïté. Ce constat oriente vers l’idée selon laquelle son degré d’« entrenchment » (c’est-à-dire d’enracinement) doit être grand, qu’elle a toute chance d’être mémorisée en bloc dans un certain nombre de contextes, à la manière des séquences complexes ou expressions (semi-)figées. L’attention se focalise sur des exemples où je sais pas agit à titre d’expression verbale, puis d’expression discursive. (shrink)

In this paper we document the developmental trajectory of the complementizer system (CP-system) in Italian by looking at the earliest spontaneous production of eleven young children, whose transcriptions are available on CHILDES. We conducted a novel corpus analysis, tracking down a number of constructions in which the clausal left-periphery is activated. First, we considered the appearance of the different complementizer particles in the CP-system, which overtly realize the three distinct functional projections ForceP, IntP, and FinP. The analysis revealed that (...) children acquiring Italian correctly use these complementizer particles already in the third year of life. Second, we looked for the simultaneous activation of different functional projections within the CP-system. We went through our corpus searching for complex sentences in which more than one constituent was moved to the left periphery. This option is allowed by the adult grammar of Italian and, as our search revealed, it is also attested in the grammar of young children. Soon after their second birthday, sequences in which a left-dislocated Topic and a Wh- element co-occur are attested, directly supporting the existence of a (high) Topic position above FocusP. Moreover, movement in general conforms to the constraints of the adult grammar, with no attested violation of obligatory inversion (a consequence of the Q-Criterion). Importantly, “why-questions” did not require inversion, much as in the adult grammar of Italian. Taken together, children's use of complementizer particles and their activation of multiple landing sites for movement show that 2-year-olds already possess a richly articulated functional structure of the CP-system, aligned to the layered adult structure. In concluding the paper, we also discuss some temporal differences between constructions activating high and low portions of the CP-system. In particular, we detect a temporal precedence for wh-questions over why-questions. Since the former activate a lower projection, this is consistent with the recently proposedGrowing Treeshypothesis, according to which the development of the CP-system proceeds stepwise. (shrink)