Analysing Rhetorical Structure as a Key Feature of Summary Coherence (CROSBI ID 690822)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Šnajder, Jan ; Sladoljev-Agejev, Tamara ; Kolić- Vehovec, Svjetlana
engleski
Analysing Rhetorical Structure as a Key Feature of Summary Coherence
We present a model for automatic scoring of coherence based on comparing the rhetorical structure (RS) of college student summaries in L2 (English) against expert summaries. Coherence is conceptualised as a construct consisting of the rhetorical relation and its arguments. Comparison with expert-assigned scores shows that RS scores correlate with both cohesion and coherence. Furthermore, RS scores improve the accuracy of a regression model for cohesion score prediction.
rhetorical structure, summary coherence, automatic scoring
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Podaci o prilogu
46-51.
2019.
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objavljeno
978-1-950737-34-5
10.18653/v1/W19-4405
Podaci o matičnoj publikaciji
Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications
Yannakoudakis, Helen ; Kochmar, Ekaterina ; Leacock, Claudia ; Madnani, Nitin ; Pilán, Ildikó ; Zesch, Torsten
Firenza : München: Association for Computational Linguistics (ACL)
Podaci o skupu
14th Workshop on Innovative Use of NLP for Building Educational Applications
predavanje
02.08.2019-02.08.2019
Firenca, Italija
Povezanost rada
Filologija, Kognitivna znanost (prirodne, tehničke, biomedicina i zdravstvo, društvene i humanističke znanosti), Psihologija, Računarstvo