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Automatic Sentence Ordering Assessment Based on Similarity
2016
NTCIR Conference on Evaluation of Information Access Technologies
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Therefore, we propose three completely automatic approaches for sentence order assessment where the similarity between adjacent sentences is used as a measure of text coherence. ...
We showed that the methods based on word and noun similarities have very high agreement with the human-provided judgment. ...
Thus, we introduce here three methods for sentence ordering assessment based on similarity measures between the sentences adjacent in the text. ...
dblp:conf/ntcir/Ermakova16
fatcat:jwpjsgljwjaqxolus6e4rgc6ai
Automatic Scoring System for Evaluating Comprehensive Answers using key Features (ASCA)
2019
International Journal of Engineering and Advanced Technology
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This paper not only aims to evaluate the answer and also takes care of malpractice by implementing plagiarism and also redundant sentences. Redundant sentences may lead to erroneous grades. ...
Automatic evaluation of learner's skills is the hot research area in the field of Machine learning. ...
Sentence ordering score is given to each answer based on how much they differ from the answer key [20] , [22] , [24] .
F. ...
doi:10.35940/ijeat.f1057.0886s219
fatcat:dk6hqyt3izfkrcwsib35wvpcta
A Metric for Sentence Ordering Assessment Based on Topic-Comment Structure
2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '17
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ABSTRACT Sentence ordering (SO) is a key component of verbal ability. It is also crucial for automatic text generation. ...
In contrast to that, we present a selfsu cient metric for SO assessment based on text topic-comment structure. We show that this metric has high accuracy. ...
Smaller permutations in sentence order provoke smaller changes in the score. In general noun-based similarity is less accurate than all term based methods. ...
doi:10.1145/3077136.3080720
dblp:conf/sigir/ErmakovaMF17
fatcat:2hat7rkpfbhjdm2gmpjkpgi75e
Pazesh: A Graph-Based Approach to Increase Readability of Automatic Text Summaries
[chapter]
2011
Lecture Notes in Computer Science
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Today, research on automatic text summarization challenges on readability factor as one of the most important aspects of summarizers' performance. ...
Pazesh accomplishes this task by constructing a special path of salient sentences which passes through topic centroid sentences. ...
Yahya Tabesh, Ali Moini for igniting the initial motivation on this research. This research is honoured to be supported by a grant from Iran's National Foundation of Elites. ...
doi:10.1007/978-3-642-21043-3_38
fatcat:mc6ik2yvhrboplgdesezy2rjpu
A Comparison of Automatic Summarizers of Texts in Brazilian Portuguese
[chapter]
2004
Lecture Notes in Computer Science
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Automatic Summarization (AS) in Brazil has only recently become a significant research topic. ...
In the experiment five distinct extractive AS systems have been assessed. ...
This procedure works as suggested by [14] , i.e., it is based on the premise that ideal extracts should be composed of as many sentences (the most similar ones) as the ones in the corresponding manual ...
doi:10.1007/978-3-540-28645-5_24
fatcat:7vjx6wh6g5gozfjalec4ccuo4m
Prototype of Automatic Essay Assessment and Plagiarism Detection on Mobile Learning "Molearn" Application Using GLSA Method
2019
2019 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)
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GLSA was able to detect sentences that had syntactic errors or missing common words. Based on the evaluation results, this study succeeded in producing a prototype with a better display value. ...
In addition, the study succeeded in using the GLSA method as a substitute for LSA for creating better prototype essay assessment and automatic plagiarism detection. ...
GLSA considered the order of the sentence words in the document and maintained the closeness of the words in the sentence. It was not based on document vectors with the bag of words approach. ...
doi:10.1109/isriti48646.2019.9034652
fatcat:6dxmxiu3lfhjze3z4ioaarq6sm
Modeling local coherence
2005
Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics - ACL '05
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This paper considers the problem of automatic assessment of local coherence. ...
We present a novel entity-based representation of discourse which is inspired by Centering Theory and can be computed automatically from raw text. ...
We are grateful to Claire Cardie and Vincent Ng for providing us the results of their system on our data. ...
doi:10.3115/1219840.1219858
dblp:conf/acl/BarzilayL05
fatcat:7s4b2fye5vc4piwb5jh4r62lam
A scoring rubric for automatic short answer grading system
2019
TELKOMNIKA (Telecommunication Computing Electronics and Control)
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This study aims to assess the sentence similarity of short answer to the questions and answers in Indonesian without any language semantic's tool. ...
These studies focuses on how to make machines are able to help human on assessing students' learning outcomes. ...
Research on automatic assessment system for Indonesian language that has been done more focused on long essay answers. ...
doi:10.12928/telkomnika.v17i2.11785
fatcat:bcu363zxgne4vieiizo76xf72u
Automatic Essay Scoring in E-learning System Using LSA Method with N-Gram Feature for Bahasa Indonesia
2018
MATEC Web of Conferences
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In this design aims to create an automatic essay scoring feature on e-learning system that can be used to support the learning process. ...
For exam questions in the form of essays are rarely used in the evaluation process of educational because of the difference in the subjectivity and time consuming in the assessment process. ...
So that the assessment system will see the completeness of an answer based on each relationship on a term with a sentence whereas in the manual assessment if there is one sentence correct answer then the ...
doi:10.1051/matecconf/201816401037
fatcat:55sdwxb6hrakfnteiwnisbd2q4
A Hybrid Method for Query based Automatic Summarization System
2013
International Journal of Computer Applications
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Assigning the indexes w.r.t query: fox [2]| jumps [1] |dog[0] Calculation of Word Order Similarity for above two sentences: ...
In this paper a sentence scoring method is defined based on existing sentence scoring methods. ...
Input Document : Automatic summarization of a text document based on user query.doc
Query : what is automatic summarization of a text document Based on a user query? ...
doi:10.5120/11587-6925
fatcat:hokd4dblsbho5odfoja2degn4i
The challenging task of summary evaluation: an overview
2017
Language Resources and Evaluation
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Evaluation is crucial in the research and development of automatic summarization applications, in order to determine the appropriateness of a summary based on different criteria, such as the content it ...
new ones, overcoming the possible limitations that existing methods may present. ...
The evaluation of the reports was done according to different evaluation metrics, such as sentence similarity, ROUGE, document similarity, etc., based on the hypothesis that a good similarity metric would ...
doi:10.1007/s10579-017-9399-2
fatcat:tduxzlv2hfbfvd6evzoxn5xibu
Automatic Essay Answer Rating Using the Text Similarity Method
2020
Jurnal Elektronik Ilmu Komputer Udayana
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In this reasearch, we propose an automatic method of assessing essay answers by applying the cosine similarity method. ...
Assesments are required in order to evaluate the performance of students. A typical method of learning assesments in class is by examination. ...
Based on the results of the study that the automatic essay grading system using the cosine similarity method has been running well for essay exams in English. ...
doi:10.24843/jlk.2020.v08.i04.p12
fatcat:xnkphynyfjav5hshe5xj2e36bu
CLaC @ QATS: Quality Assessment for Text Simplification
[article]
2017
arXiv
pre-print
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Meaning preservation is predicted using two complementary approaches based on word embedding and WordNet synonyms. ...
We trained three independent Random Forest classifiers in order to assess the quality of the simplified texts in terms of grammaticality, meaning preservation and simplicity. ...
This similarity was the first feature we fed to a Random Forest classifier.
Cosine Similarity of WordNet Synonyms The second feature we used for meaning preservation was based on WordNet synonyms. ...
arXiv:1708.05797v1
fatcat:jxyswzyhgbbnvb4atlcqvsq7ri
An Ensemble Approach for Semantic Assessment of Summary Writings
2009
2009 International Conference on Computer Engineering and Technology
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This is mainly due to the advances in other areas such as information extraction and natural language processing which have made automatic summary assessment possible. ...
In this paper, we propose an ensemble approach, that integrates two of the most effective summary evaluation techniques, LSA and n-gram cooccurrence, for improving the accuracy of automatic summary assessment ...
Summary writings are usually assessed based on two criteria, content and style. In this paper, the proposed ensemble technique focuses mainly on content assessment. ...
doi:10.1109/iccet.2009.90
fatcat:yrurlnwoy5axfbke34wjea3lyq
Automatic detection of plagiarized spoken responses
2014
Proceedings of the Ninth Workshop on Innovative Use of NLP for Building Educational Applications
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A corpus of spoken responses containing plagiarized content was collected from a high-stakes assessment of English proficiency for non-native speakers, and several text-to-text similarity metrics were ...
This paper addresses the task of automatically detecting plagiarized responses in the context of a test of spoken English proficiency for non-native speakers. ...
detect this type of plagiarism on a large scale, in order to provide fair and valid assessments. ...
doi:10.3115/v1/w14-1803
dblp:conf/bea/EvaniniW14
fatcat:mts243jr7jeibgie3ydbwnvvri
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