Scoring Summaries Using Recurrent Neural Networks

Stefan Ruseti; Mihai Dascalu; Amy M. Johnson; Danielle S. McNamara; Renu Balyan; Kathryn S. McCarthy; Stefan Trausan-Matu; Roger Nkambou; Roger Azevedo; Julita Vassileva

doi:10.1007/978-3-319-91464-0_19

Scoring Summaries Using Recurrent Neural Networks

Stefan Ruseti, Mihai Dascalu, Amy M. Johnson, Danielle S. McNamara, Renu Balyan, Kathryn S. McCarthy, Stefan Trausan-Matu, Roger Nkambou (Editor), Roger Azevedo (Editor), Julita Vassileva (Editor)

Research output: Chapter in Book/Report/Conference proceeding › Conference Article in proceeding › Academic › peer-review

Original language	English
Title of host publication	Intelligent Tutoring Systems.
Subtitle of host publication	ITS 2018.
Editors	R. Nkambou, R. Azevedo, J. Vassileva
Publisher	Springer
Pages	191-201
Number of pages	11
DOIs	https://doi.org/10.1007/978-3-319-91464-0_19
Publication status	Published - 17 May 2018
Externally published	Yes
Event	Intelligent Tutoring Systems. ITS 2018. : Lecture Notes in Computer Science. - Montreal, Canada Duration: 11 Jun 2018 → 15 Jun 2018 Conference number: vol 10858

Conference

Conference	Intelligent Tutoring Systems. ITS 2018.
Country/Territory	Canada
City	Montreal
Period	11/06/18 → 15/06/18

Keywords

Automated summary evaluation
Recurrent neural network
Semantic models
Word embeddings

Access to Document

10.1007/978-3-319-91464-0_19

Rage: Realising an Applied Gaming Eco-system
Westera, W., Georgiadis, K., Saveski, G., van Lankveld, G., Bahreini, K., van der Vegt, W., Berkhout, J., Nyamsuren, E., Kluijfhout, E. & Nadolski, R.
European Union
1/02/15 → 31/07/19
Project: Research

Cite this

Ruseti, S., Dascalu, M., Johnson, A. M., McNamara, D. S., Balyan, R., McCarthy, K. S., Trausan-Matu, S., Nkambou, R. (Ed.), Azevedo, R. (Ed.), & Vassileva, J. (Ed.) (2018). Scoring Summaries Using Recurrent Neural Networks. In R. Nkambou, R. Azevedo, & J. Vassileva (Eds.), Intelligent Tutoring Systems.: ITS 2018. (pp. 191-201). Springer. https://doi.org/10.1007/978-3-319-91464-0_19

@inproceedings{6beafcfd7e6947a4ad62c873e4675cbc,

title = "Scoring Summaries Using Recurrent Neural Networks",

keywords = "Automated summary evaluation, Recurrent neural network, Semantic models, Word embeddings",

author = "Stefan Ruseti and Mihai Dascalu and Johnson, {Amy M.} and McNamara, {Danielle S.} and Renu Balyan and McCarthy, {Kathryn S.} and Stefan Trausan-Matu and Roger Nkambou and Roger Azevedo and Julita Vassileva",

year = "2018",

month = may,

day = "17",

doi = "10.1007/978-3-319-91464-0_19",

language = "English",

pages = "191--201",

editor = "R. Nkambou and R. Azevedo and J. Vassileva",

booktitle = "Intelligent Tutoring Systems.",

publisher = "Springer",

note = " Intelligent Tutoring Systems. ITS 2018. : Lecture Notes in Computer Science. ; Conference date: 11-06-2018 Through 15-06-2018",

}

Ruseti, S, Dascalu, M, Johnson, AM, McNamara, DS, Balyan, R, McCarthy, KS, Trausan-Matu, S, Nkambou, R (ed.), Azevedo, R (ed.) & Vassileva, J (ed.) 2018, Scoring Summaries Using Recurrent Neural Networks. in R Nkambou, R Azevedo & J Vassileva (eds), Intelligent Tutoring Systems.: ITS 2018.. Springer, pp. 191-201, Intelligent Tutoring Systems. ITS 2018. , Montreal, Canada, 11/06/18. https://doi.org/10.1007/978-3-319-91464-0_19

TY - GEN

T1 - Scoring Summaries Using Recurrent Neural Networks

AU - Ruseti, Stefan

AU - Dascalu, Mihai

AU - Johnson, Amy M.

AU - McNamara, Danielle S.

AU - Balyan, Renu

AU - McCarthy, Kathryn S.

AU - Trausan-Matu, Stefan

A2 - Nkambou, Roger

A2 - Azevedo, Roger

A2 - Vassileva, Julita

A2 - Nkambou, R.

A2 - Azevedo, R.

A2 - Vassileva, J.

N1 - Conference code: vol 10858

PY - 2018/5/17

Y1 - 2018/5/17

KW - Automated summary evaluation

KW - Recurrent neural network

KW - Semantic models

KW - Word embeddings

U2 - 10.1007/978-3-319-91464-0_19

DO - 10.1007/978-3-319-91464-0_19

M3 - Conference Article in proceeding

SP - 191

EP - 201

BT - Intelligent Tutoring Systems.

PB - Springer

T2 - Intelligent Tutoring Systems. ITS 2018.

Y2 - 11 June 2018 through 15 June 2018

ER -

Scoring Summaries Using Recurrent Neural Networks

Conference

Keywords

Access to Document

Fingerprint

Projects

Rage: Realising an Applied Gaming Eco-system

Cite this