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Analysing Rhetorical Structure as a Key Feature of Summary Coherence.


Šnajder, Jan; Sladoljev-Agejev, Tamara; Kolić- Vehovec, Svjetlana
Analysing Rhetorical Structure as a Key Feature of Summary Coherence. // Proceedings of the 14th Workshop on Innovative Use of NLP for Building Educational Applications,
SAD: Association for Computational Linguistics, 2019. str. 46-51 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Analysing Rhetorical Structure as a Key Feature of Summary Coherence.

Autori
Šnajder, Jan ; Sladoljev-Agejev, Tamara ; Kolić- Vehovec, Svjetlana

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 14th Workshop on Innovative Use of NLP for Building Educational Applications, / - SAD : Association for Computational Linguistics, 2019, 46-51

ISBN
978-1-950737-34-5

Skup
Innovative Use of NLP for Building Educational Applications (14th Workshop)

Mjesto i datum
Firenca, Italija, 2. kolovoza, 2019

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Summary writing, automatic scoring, rhetorical structure, coherence, cohesion

Sažetak
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 a 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

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Interdisciplinarne društvene znanosti, Filologija



POVEZANOST RADA


Ustanove
Filozofski fakultet, Rijeka,
Fakultet elektrotehnike i računarstva, Zagreb