Types Of Predicates Research Articles

Decomposed Prototype Learning for Few-Shot Scene Graph Generation

Today's scene graph generation (SGG) models typically require abundant manual annotations to learn new predicate types. Therefore, it is difficult to apply them to real-world applications with massive uncommon predicate categories whose annotations are hard to collect. In this paper, we focus on Few-Shot SGG (FSSGG) , which encourages SGG models to be able to quickly transfer previous knowledge and recognize unseen predicates well with only a few examples. However, current methods for FSSGG are hindered by the high intra-class variance of predicate categories in SGG: On one hand, each predicate category commonly has multiple semantic meanings under different contexts. On the other hand, the visual appearance of relation triplets with the same predicate differs greatly under different subject-object compositions. Such great variance of inputs makes it hard to learn generalizable representation for each predicate category with current few-shot learning (FSL) methods. However, we found that this intra-class variance of predicates is highly related to the composed subjects and objects. To model the intra-class variance of predicates with subject-object context, we propose a novel Decomposed Prototype Learning (DPL) model for FSSGG. Specifically, we first construct a decomposable prototype space to capture diverse semantics and visual patterns of subjects and objects for predicates by decomposing them into multiple prototypes. Afterwards, we integrate these prototypes with different weights to generate query-adaptive predicate representation with more reliable semantics for each query sample. We conduct extensive experiments and compare with various baseline methods to show the effectiveness of our method.

An Analysis of Connotative Meaning in Born To Die Album by Lana Del Rey

This research aimed to determine the types of connotative meaning found in Lana Del Rey’s Born to Die album, and the reasons of connotative meaning found in positive and negative by using Feng et al theory. This research used descriptive qualitative design. The data for this research was collected by using three steps, there were downloading, listening, transcribing, and identifying by the songs. The data analysis for this research used triangulation method, namely data condensation, data display, drawing and verifying conclusion. The result of this research was found that there are 65 connotative meaning found in lyrics of 12 songs on Born to Die album by Lana Del Rey. Furthermore, from 65 connotative meaning consisted of 33 positive connotative meaning and 32 negative connotative meaning. Moreover, from 37 lexicon types of connotative meaning consisted of 17 positive lexicon and 20 negative lexicon. Finally, from 28 lexicon types of connotative meaning consisted of 16 positive predicate and 12 negative predicate types.

The Constraint on Predicate Types of Korean EFL Learners in Existential There-Constructions

The Constraint on Predicate Types of Korean EFL Learners in Existential There-Constructions

Investigating Predicate Types and Mood Selection in Polish Complement Clauses: An Empirical Study

Investigating Predicate Types and Mood Selection in Polish Complement Clauses: An Empirical Study

The acquisition of the verbal passive: The role of verb type

ABSTRACT This study examines the comprehension of verbal passives by children acquiring European Portuguese, in particular with respect to the predictions of the Universal Phase Requirement (UPR) and the Universal Freezing Hypothesis (UFH) regarding children’s performance with different types of predicates. Both hypotheses entail the prediction that children perform better with passives of predicates that encode a result state, either because they tend to make better adjectival passives or because they have a complex event structure. Moreover, the UPR predicts poorer performance with long passives (i.e., those with a by-phrase) than with short passives, to the extent that construing an adjectival interpretation is more difficult when a by-phrase is present; the UFH predicts no difference between the two. Portuguese-speaking children between the ages of 3 and 8 years were tested on their comprehension of verbal passives of non-actional predicates and actional predicates with or without a result state, using two sentence-picture matching tasks. The results do not entirely fulfill the predictions of the UPR and the UFH: we replicate the delay seen in English with non-actional predicates, but no effect of the result state is seen in the case of actional predicates. We propose that the relevant aspectual property of the passivized predicate may be affectedness rather than the availability of a result state.

Non-verbal predications in Zarma

This article presents new findings in the use of copulas nôo ‘be’ and ti ‘be’ in non-verbal predications in Zarma (Songhay; Niger, Nigeria). Based on some exclusive contexts of use and some morphosyntactic criteria, the article distinguishes a basic type of predication with one term “NP + nôo” used in deictic identification (e. g.: Abdù nôo ‘it’s Abdu’) and a type of predication with two terms “NP1 + NP2 + nôo” used in nominal predications and equative sentences (e. g.: wodìn Abdù nôo ‘that is Abdu’). The article shows that copula ti replaces copula nôo in negation but also in non-verbal focus constructions where it is generally preceded by the subordinating conjunction kà/gà and very likely marks the presupposed part of the sentence (e. g.: [Muusà nôo] kà ti càwkŏo ‘[it’s Musa] who is a student’). Finally, the article shows that in Zarma, it is the one-term predication “NP + nôo” that is recruited to mark focus-fronted constituents of verbal and non-verbal predications, thus confirming an observation already made about other languages.

Модальные предикаты в конструкциях с инфинитивом в русской письменности XV–XVII вв.: семантика и дистрибуция

The paper is dedicated to the analysis of competition between modal predicates in constructions with an infinitive clause in Middle Russian writing. The focus is on the constructions with modal predicates (verbs, nouns, adjectives, predicatives) podobati, nadlezhati, nalezhati, dolzhenstvovati, iměti, dolzhenъ, dolzhno, nadobě, nadobětь, nadobno, nado, nuzhno, nuzha, nuzhda, combined with an infinitive. The data were collected from the Middle Russian Subcorpus of the Russian National Corpus, from the 15 th – 17 th century sources. Frequency, semantics, distribution in various writing genres, and dynamics of change are studied. It is shown that the systems of modal predicates in higher and lower code writing were significantly different, the literary language had a broader system, while in lower code writing the predicates of the group nadobě, nadobětь, nadobno were predominantly used, and the predicate dolzhen was employed occasionally. At the same time, the group nadobě, nadobětь, nadobno does not have a clear semantic specialization and is quite often used to express different types of necessity, while constructions with podobati show deontic necessity, and constructions with iměti express ontological necessity. In the late Middle Russian period, the process of gradual restructuring of the Middle Russian system of modal predicates begins: new types of predicates emerge and start to compete with the old ones.

Structural ambiguity in DPs with quantity nouns

DPs with quantity nouns (QDPs), like that amount of nuts, can combine with predicates of quantities, as in That amount of nuts is low, or with predicates of entities, as in Bo ate that amount of nuts. One account of such selectional flexibility, inspired by Selkirk (1977) and Rothstein (2009), assumes that the two types of predication are transparently encoded through two types of syntactic structures. In this paper, we draw attention to a syntactic challenge for this account of QDPs, viz.that in certain cases it requires two interpreted occurrences of an entity noun like nuts even though only one is pronounced. We argue, however, that this challenge mustbe met and cannot be avoided by abandoning the structural approach. We make this case by arguing against an alternative analysis of the selectional flexibility of QDPs developed in Scontras 2017. On this alternative, quantity predication and entity predication with QDPs are derived from a uniform syntax, and entity predication with QDPs parallels entity predication with DPs with kind, like that kind of nuts, under the classic Carlsonian account (Carlson 1977) as developed in Chierchia 1998. We argue that Scontras’ analysis is mistaken, both in positing a unified syntax for the two types of predication with QDPs, and in unifying the analysis of QDPs withthe Carlsonian analysis of kind-DPs.

КОНЦЕПТУАЛИЗАЦИЯ ПРОЦЕССОВ ПАМЯТИ В ЕСТЕСТВЕННОМ ЯЗЫКЕ: ЗАБЫВАТЬ И ПОМНИТЬ

The paper focuses on representation of memory in Russian, exploring, specifically, its spatial interpretation and semantic types of predicates objectifying mnemonic processes in relation to the time axis: actions, processes and states are distinguished. Special emphasis is on the semantics of the verb помнить (pomnit’) which is interpreted as fundamentally different from its derivatives and its antonymous verb забывать (zabyvat’) . The study is based on the hypothesis-deduction research procedure, an integral part of which is a semantic experiment conducted either in the form of surveys of native speaking respondents or in its online version, namely, in the form of Yandex and Google search requests for word combinations. In the latter case the search engines function as a “collective respondent”. As part of the research methodology, the authors used the explanatory potential of imperative forms to indicate the presence or absence of control feature in the semantics of the action verb, and established restrictions on its realization associated with aspectual opposition in the predicate system. The research allowed for constructing a matrix based on the interaction of semantic features manifested on different levels (taxonomy characteristics as action and state predicates), as well as specifying the status of the verb помнить (pomnit’) as existential-resultative in contrast to its previous linguistic interpretation as a state predicate. The results also include identifying lexical features that refer to the interaction between subjects and the memory space, and tracing the systemic metaphor-based shifts to denoting speech act in a number of memory verbs.

Inférences au pays de la prosodie

Inférences au pays de la prosodie

Compound predicates in Boleslav Prus's novel "Pharaoh" and in its Ukrainian translation

In Ukrainian studies, not enough attention is paid to the problems of translating Polish predicates into Ukrainian, although both theory and practice of translation need addressing the mentioned problems. The article deals with the types of compound nouns and compound verb predicates, extracted by cross-selection from the test of the novel "Pharaoh" by Boleslav Prus and from the text of the Ukrainian translation of this novel, which belongs to Maria Prygar. In the course of the study, the comparison method was used to compare predicates in the Polish language and their translations in the Ukrainian language, and the descriptive method was used to describe the obtained research results. It has been found that the constructions of compound predicates with linking verbs być, chciec, musieć, móc, poła, niepodobna, trzeba, warto, pałyda, wypada, wyłać, pałyda, etc., are typical for the Polish text. With linking verbs, infinitives appear or usually nouns, adjectives, participles in the nominal part of the compound nominal predicate. Methods of translating compound noun and compound verb predicates into Ukrainian have been identified and described in detail. The peculiarities of the translation of verb connections and nominal parts of compound predicates are characterized. It was found that the translation of predicates can be direct and can be performed using translation transformations. Such transformations as part-language replacement, replacement of the predicate form, replacement of control forms, replacement of the sentence structure, replacement with a contextual lexical counterpart are actively used in translation. It was found that the transformations presented in the text of the Ukrainian translation meet the modern requirements for translation, the main of which is compliance with the norms of the language of translation. The obtained research results will be useful for translators from the Polish language, for the formation of a coherent theory of translation from closely related languages.

Description: Its meaning, epistemology, and use with emphasis on information science

AbstractThis study examines the concept of “description” and its theoretical foundations. The literature about it is surprisingly limited, and its usage is vague, sometimes even conflicting. Description should be considered in relation to other processes, such as representation, data capturing, and categorizing, which raises the question about what it means to describe something. Description is often used for any type of predication but may better be limited to predications based on observations. Research aims to establish criteria for making optimal descriptions; however, the problems involved in describing something have seldom been addressed. Specific ideals are often followed without examine their fruitfulness. This study provides evidence that description cannot be a neutral, objective activity; rather, it is a theory‐laden and interest‐based activity. In information science, description occurs in processes such as document description, descriptive metadata assignment, and information resource description. In this field, description has equally been used in conflicting ways that mostly do not evince a recognition of the value‐ and theory‐laden nature of descriptions. It is argued that descriptive activities in information science should always be based on consciously explicit considerations of the goals that descriptions are meant to serve.

Italian proportions and (non-)conservativity

This paper describes the morpho-syntax and the interpretation of Italian proportional measure phrases (proportions), namely fractions and percentages. Ahn (2012) and Sauerland (2014) first observed that the restrictor and the predicate of these structures can be switched by minimal morpho-syntactic modifications (MIT hired sixty percent {of / of the} women) and identified quantifier floating for Korean and case for German as the morpho-syntactic markers of this reversal. Italian shows five novel morpho-syntactic markers: definiteness of the inner nominal, definiteness of the outer determiner, position with respect to the verb in main clauses, but not in subordinate clauses, and verb agreement. Also three interpretive factors are at play: the accessibility of the complement set, the type of predicate, and new information focus, whereas contrastive focus, playing a pivotal role in previous analyses, interacts with the restrictor/predicate reversal but is orthogonal to it. The discovered generalisations are only partially explained by current proposals and call for a new account.

Against ATB-analysis of partial agreement in Russian: An experimental study

This paper presents the results of an experimental study addressing predictions of the ATB-analysis of predicative partial number agreement in Russian. In case of partial agreement in clauses with a coordinated subject, the predicate shows singular agreement with only one of the conjuncts. The alternative strategy, full agreement, involves plural agreement with the entire coordinated subject. According to one of the approaches to partial agreement, the ATB-analysis, partial agreement is impossible if the predicate is symmetrical or linearly follows the subject. We conducted an experimental study using acceptability judgement task (Likert scale 1–7), aiming to test these statements. The experimental design included three independent variables: 1. predicate type, 2. predicate position in relation to the subject, and 3. predicate number. According to the results of the experiment, the hypotheses of ATB-analysis were not confirmed: sentences with partial agreement of symmetrical and non-symmetrical predicates were rated equally acceptable; sentences with partial agreement in postposition were rated significantly more acceptable than ungrammatical fillers, but less acceptable than sentences with partial agreement in preposition. The results provide an argument against the ATB-analysis.

Unbiased Heterogeneous Scene Graph Generation with Relation-Aware Message Passing Neural Network

Recent scene graph generation (SGG) frameworks have focused on learning complex relationships among multiple objects in an image. Thanks to the nature of the message passing neural network (MPNN) that models high-order interactions between objects and their neighboring objects, they are dominant representation learning modules for SGG. However, existing MPNN-based frameworks assume the scene graph as a homogeneous graph, which restricts the context-awareness of visual relations between objects. That is, they overlook the fact that the relations tend to be highly dependent on the objects with which the relations are associated. In this paper, we propose an unbiased heterogeneous scene graph generation (HetSGG) framework that captures relation-aware context using message passing neural networks. We devise a novel message passing layer, called relation-aware message passing neural network (RMP), that aggregates the contextual information of an image considering the predicate type between objects. Our extensive evaluations demonstrate that HetSGG outperforms state-of-the-art methods, especially outperforming on tail predicate classes. The source code for HetSGG is available at https://github.com/KanghoonYoon/hetsgg-torch

Effect of Predicate Types on the Production of Copula "Is" in 2-Year-Old Children Who Speak General American English.

Prior work has shown that subject types affected the production of copula BE in young children who spoke General American English (GAE). However, the role of predicate types on the production of copula BE remains unclear. This study examined how predicate types affected the production of copula "is" in young GAE-speaking children. Seventeen 2-year-old children with typical language development who spoke GAE were included in this study. Children's production rate of copula "is" in sentences with nominal (e.g., The dog is a king ), permanent-adjectival (e.g., The dog is white ), temporary-adjectival (e.g., The dog is very hot ), or locative (e.g., The dog is outside ) predicates was examined using an elicited repetition task. Two-year-old children who spoke GAE were more likely to repeat copula "is" correctly with nominal, permanent-adjectival, and temporary-adjectival predicates than with locative predicates after sentence length was controlled. There were no other significant differences between predicate types. Overall, locative predicates are the least facilitative for the production of copula "is" as compared to other predicate types. Predicate types, especially locative predicates, should be considered when the clinician creates sentences to evaluate the production of copula BE and to provide intervention for GAE-speaking children. https://doi.org/10.23641/asha.22630726.

Sentences of Elementary School Student Book in 2019 Literature Readings

We can find many reading books for low grade elementary school (SD) age in bookstores. However, these books have not been equipped with the sentence structure used. Therefore, a study is needed to determine the structure of the sentence structure used. The purpose of this study is to find out the sentence structure in the 2019 literacy reading book for elementary students published by the Language Development and Development Agency in 2019. According to Indonesian Standard Grammar, the sentence structure in question is the type of sentence based on the number of clauses, the type of predicate, the category of syntax, and completeness of the elements. In this paper, the intended sentence structure is only limited by the sentence structure based on the type of predicate. The research method uses a qualitative descriptive approach, namely by noting the sentence structure of fourteen 2019 literacy reading books for elementary school students to see the type of predicate. The results of the study are expected to be able to show the types of sentence structure in the 2019 literacy reading books for elementary students. The results of this study are also expected to be used as a reference for teachers. parents, and book writers in selecting and writing appropriate reading books for elementary school-aged children.

Juncture-Verb Constructions in Northeastern Kalahari Khoe: A comparative perspective

Multiverbal predicates constitute a defining feature of the Kalahari Basin linguistic area of southern Africa encompassing the Kx’a, Tuu, and Khoe-Kwadi language families. Here, we focus on a complex predicate type restricted to the Khoe-Kwadi family’s Khoe branch which involves a linker morpheme and is thus referred to as Juncture-Verb Construction (JVC). While JVCs have synchronically been interpreted as Serial Verb Constructions (SVC), their origin and relationship with SVCs in the narrower sense as found in the Kx’a and Tuu families remain debated. The Kalahari Khoe languages Ts’ixa, Shua and Northern Tshwa spoken along the northeastern Kalahari Basin fringe present a convenient case study to expand the descriptive corpus on Khoe JVCs while addressing the limits of areal spread and contact influence. We show that all languages under consideration present JVCs with formal and functional properties corresponding to those found in other Kalahari Khoe languages, while also sharing features with SVCs as attested in the Kx’a and Tuu families. Both JVCs and SVCs contrast with conjoined predicates and are defined by single-eventhood. JVCs cover the same semantic domains found among SVCs of the Kx’a and Tuu families, can be subdivided into symmetrical and asymmetrical constructions, and show the same potential for lexicalization and grammaticalization, respectively.

Canonicity Effect on Sentence Processing of Persian-speaking Broca's Patients.

Fundamental notions of mapping hypothesis and canonicity were scrutinized in Persian-speaking aphasics. To this end, the performance of four age-, education-, and gender matched Persian-speaking Broca's patients and eight matched healthy controls in diverse complex structures were compared via the conduction of two tasks of syntactic comprehension and grammaticality judgment. The tested structures included subject agentive, agentive passive, object experience, subject experience, subject cleft, and object cleft constructions. Our results, while corroborating the predictions of the mapping hypothesis, showed that in structures, in which linguistic elements were substituted and dislocated out of their canonical syntactic positions, namely, agentive passive, subject experiencer, object experiencer, and object cleft constructions, Broca's problems escalated. In contrast, in those structures whose constituent concatenations were aligned with canonical syntactic structures, namely subject agentive, and cleft structures, patients had above the chance performance. Ultimately, the theoretical and clinical implications of the study were discussed. The number of predicates in a sentence, predicate types (psychological and agentive), as well as semantic heuristics and canonicity all by all could be regarded as the major culprits for aphasics' poor performance.

The nominative-to-accusative shift in Japanese: diachronic and synchronic considerations

Abstract Some Japanese predicates allow their object to be marked either with the accusative particle o, the canonical marker of an object, or with the nominative particle ga, the canonical marker of a subject. This work reports and discusses the results of corpus-based surveys on the patterns and recent trends in nominative-marking on objects. It will be demonstrated: (i) that there has been an increase in the proportion of accusative-marking over nominative-marking in recent times, (ii) that accusative-marking is more likely to be chosen in certain types of subordinate clauses than in matrix clauses, and (iii) that at least with some types of predicates, accusative-marking on the object is more likely when its referent is animate rather than inanimate. It will be argued that the effects of clause type and animacy have to do with the functional motivation to mitigate processing load and the risk of misinterpretation incurred by nominative-marking on objects.