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Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database

Kenichi Iwatsuki, Akiko Aizawa
2021 Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume   unpublished
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

Eli Hinkel
2017 Iranian Journal of Language Teaching Research  
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]

Kenichi Iwatsuki, Florian Boudin, Akiko Aizawa
2020 arXiv   pre-print
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

Xiaohong Sun, Balakrishnan Nagaraj
2022 Wireless Communications and Mobile Computing  
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

Yu Chen, Zhong Tang, Baiyuan Ding
2021 Scientific Programming  
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

Jian-Cheng Wu, Yu-Chia Chang, Teruko Mitamura, Jason S. Chang
2010 Annual Meeting of the Association for Computational Linguistics  
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

Huaxuan Zhao, Yueling Pan, Feng Yang
2020 IEEE Access  
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

Dutao Wang, Xin Ning
2022 Wireless Communications and Mobile Computing  
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

Jingjing Li, Kai R. Larsen
2011 International Conference on Information Systems  
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

Shihao Zhou, Ziyuan Xu, Jin Han, Xingming Sun, Yi Cao
2022 Computers Materials & Continua  
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

Carlos Prado-Alonso
2019 Topics in Linguistics  
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]

Jiashu Wu
2022 arXiv   pre-print
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]

J A Sykes
1995 IFIP Advances in Information and Communication Technology  
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

Patrick Zschech, Richard Horn, Daniel Höschele, Christian Janiesch, Kai Heinrich
2020 Business & Information Systems Engineering  
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

Yuanyi Zhen, Lanqin Zheng, Penghe Chen
2021 IEEE Access  
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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