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Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database
2021
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
unpublished
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Formulaic expressions (FEs), such as 'in this paper, we propose' are frequently used in scientific papers. FEs convey a communicative function (CF), i.e. ...
Although CF-labelled FEs are helpful in assisting academic writing, the construction of FE databases requires manual labour for assigning CF labels. ...
Some FEs convey a communicative function (CF) of a sentence, which represents intentions of authors. For example, 'in this paper, we propose' conveys the CF of 'showing the aim of the paper'. ...
doi:10.18653/v1/2021.eacl-main.304
fatcat:s4avzrgg2rh4rkaxqrqufpllsa
Teaching Idiomatic Expressions and Phrases: Insights and Techniques
2017
Iranian Journal of Language Teaching Research
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Old and new insights associated with the sheer ubiquity of idiomatic constructions can present both challenges and opportunities, but it seems vital for teachers to be aware of and become familiar with ...
This paper takes a look at a few historical perspectives and classifications of idiomatic phrases and expressions in English, as well as their uses in conversations, speaking, writing, and teaching. ...
An important advantage of using formulaic expressions in academic writing is that these units are likely to be more grammatically and lexically accurate than those that have to be assembled based on a ...
doaj:8217c17bad3a4e5eb0c1dc9681df9a31
fatcat:2zmlf5izwbgflgjvauusy2fvlu
Extraction and Evaluation of Formulaic Expressions Used in Scholarly Papers
[article]
2020
arXiv
pre-print
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Formulaic expressions, such as 'in this paper we propose', are helpful for authors of scholarly papers because they convey communicative functions; in the above, it is showing the aim of this paper'. ...
Based on this formulation, to avoid the diversity problem, we propose evaluating extraction methods by how much they convey specific communicative functions rather than by comparing extracted expressions ...
Thus, this work will accelerate the construction of multi-disciplinary database of formulaic expressions and research on computer-aided writing assistance using formulaic expressions. ...
arXiv:2006.10334v1
fatcat:dlz7a7dbqrhp5jeww4yrwlc5mq
Recognition of English Vocabulary and Speech Corpus Based on Computer Image Processing
2022
Wireless Communications and Mobile Computing
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In order to solve the problem that the function and performance of traditional systems in English machine translation cannot meet the needs of intelligence, the author proposes an English vocabulary and ...
the analysis results, and the English machine translation model is constructed. ...
: Q z j z j−1 , y À Á = h t j À Á : ð9Þ In formula (9) , h is the nonlinear function of English machine translation and t j is expressed by the following formula: t j = g z j−1 , t j−1 À Á : ð10Þ Through ...
doi:10.1155/2022/3992955
fatcat:2mziw2ihazhbzgy4ye6sh4sl7u
Research on the Construction of Intelligent Community Emergency Service Platform Based on Convolutional Neural Network
2021
Scientific Programming
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based on convolutional neural network was constructed. ...
Aiming at the shortcomings of the existing community emergency service platform, such as single function, poor scalability, and strong subjectivity, an intelligent community emergency service platform ...
regression classifier for classification. e output of the network is a class standard of 0 or 1 and the confidence degree of classification. ...
doi:10.1155/2021/5089236
fatcat:xbfcbfouyndktgic2aueb7kzvu
Automatic Collocation Suggestion in Academic Writing
2010
Annual Meeting of the Association for Computational Linguistics
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We use a data-driven classifier to provide collocation suggestions to improve word choices, based on the result of classification. ...
Research on academic writing has also shown that collocations are not only common but serve a particularly important discourse function within the academic community. ...
Using a Classifier for the Suggestion task: A classifier is a function generally to take a set of attributes as an input and to provide a tagged class as an output. ...
dblp:conf/acl/WuCMC10
fatcat:d7jicvwvmzcdld5qrxq3z4bk7m
Research on Information Extraction of Technical Documents and Construction of Domain Knowledge Graph
2020
IEEE Access
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AMiner [14] builds an association relationship based on three types of data: scientific researcher, scientific research literature, and academic activities. ...
In the text classification problem of modeling conversion in this paper, we can use TextCNN [19] (Convolutional Neural Network for Sentence Classification) to extract the key information in the text ...
doi:10.1109/access.2020.3024070
fatcat:wraor5qi2raivgeywijcjnldx4
Research on the Art Value and Application of Art Creation Based on the Emotion Analysis of Art
2022
Wireless Communications and Mobile Computing
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This paper proposes a conditional random field extraction of core sentences-based art sentiment analysis algorithm for long works of art. ...
The conditional random field is used to locate evaluation objects from which core sentences can be extracted, and an algorithm for sentiment sentence emotional polarity weight synthesis is proposed. ...
its formula is as shown in the following formula: σ(Z) � 1 1 + e − Z . ( 1 ) e above function is shown in Figure 6 in the coordinate system: e Sigmoid function will resemble the Heaviside function if ...
doi:10.1155/2022/2435361
fatcat:yn6ycmoxdvckdbilbjsod6jmfu
Establishing Nomological Networks for Behavioral Science: a Natural Language Processing Based Approach
2011
International Conference on Information Systems
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related problem of construct proliferation. ...
As the accumulated research base of the behavioral sciences have grown, the amount of actual knowledge discovery has not kept pace as evidenced by an increasing number of disconnected theories and the ...
National Science Foundation for research support under grant NSF 0965338 and the Colorado Clinical & Translational Sciences Institute for research support under NIH/CTSI 5 UL1 RR025780. ...
dblp:conf/icis/LiL11
fatcat:iwg3eskfg5dfbl5hkkdlc5zjym
AMDnet: An Academic Misconduct Detection Method for Authors' Behaviors
2022
Computers Materials & Continua
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In this paper, we propose an academic misconduct detection method based on scholars' submission behaviors. ...
In recent years, academic misconduct has been frequently exposed by the media, with serious impacts on the academic community. ...
Thus, we propose an academic misconduct user classification model. This research method provides a new idea for academic misconduct detection and further supplements idea-based methods. ...
doi:10.32604/cmc.2022.023316
fatcat:fekdrylpsjcejljayvots4gfgy
A comprehensive corpus-based analysis of "X Auxiliary Subject" constructions in written and spoken English
2019
Topics in Linguistics
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The analysis will also show that XAS inversions in the declarative mood also serve an interpersonal function, this, however, being inherently tied to the clause-linking function performed by the construction ...
This paper describes a corpus-based analysis of subject-auxiliary inversion in both spoken and written English. ...
Acknowledgment For its generous financial support, I am grateful to the Spanish Ministry of Economy, Industry and Competitiveness (grant FFI2017-86884-P) ...
doi:10.2478/topling-2019-0007
fatcat:5yae3schcfadtnf3slxflexr6q
Learning to Rank with Small Set of Ground Truth Data
[article]
2022
arXiv
pre-print
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This project enhances the user's academia searching experience to a large extent, it helps to achieve an academic searching platform which includes researchers, publications and fields of study information ...
For instance, given some search queries, we only know a few researchers who are highly relevant and thus should be ranked at the top, and for some other search queries, we have no knowledge about which ...
Classification of researchers After the concept hierarchy tree is constructed, researchers are classified into different leaf classes. ...
arXiv:2207.01188v1
fatcat:ptneuvvu6jhslgkrrmfsrdo3mm
English grammar as a sentence model for conceptual modelling using NIAM
[chapter]
1995
IFIP Advances in Information and Communication Technology
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Natural language sentences ansmg during NIAM conceptual modelling are analyzed grammatically, using a functional, descriptive grammar of English. ...
The importance of having exactly one verb in each fact type is emphasized. ...
A passive sentence is an alternative, semantically equivalent expression of an active form, but always has a different classification pattern. For example, SV actOd becomes SV .,...(A). ...
doi:10.1007/978-0-387-34870-4_17
fatcat:535awyeotbd6zp6r3vtwlzlseu
Intelligent User Assistance for Automated Data Mining Method Selection
2020
Business & Information Systems Engineering
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While there are several research efforts for automated method selection as a means of support, only a few approaches consider the particularities of problems expressed in the natural and domain-specific ...
The study proposes the design of an intelligent assistance system that takes problem descriptions articulated in natural language as an input and offers advice regarding the most suitable class of data ...
DP3 Provide the system with the functionality to construct the learning base automatically in order for the system to be economically feasible and exhibit adequate degrees of freedom. ...
doi:10.1007/s12599-020-00642-3
fatcat:e2nork4etbdg7na6vo43canooa
Constructing Knowledge Graphs for Online Collaborative Programming
2021
IEEE Access
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We proposed an innovative approach for recognizing knowledge entities, which included sequence tagging, text classification, and keyword matching. ...
We proposed several models and developed a system to construct knowledge graphs based on online discussion texts and the target knowledge graph for the C programming language. ...
FIGURE 14 . 14 An example of knowledge graph construction.
TABLE 1 . 1 The 12 classification labels and the data distribution.
TABLE 2 . 2 The data distribution of the text classification. ...
doi:10.1109/access.2021.3106324
fatcat:qlc55kphwrdsfberphxjkvdmzy
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