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
ISBN (Print)	9783319914633
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. (PI), Georgiadis, K. (CoI), Saveski, G. (CoI), van Lankveld, G. (CoI), Bahreini, K. (CoI), van der Vegt, W. (CoI), Berkhout, J. (CoI), Nyamsuren, E. (CoI), Kluijfhout, E. (CoI) & Nadolski, R. (CoI)
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",

isbn = "9783319914633",

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

SN - 9783319914633

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

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Projects

Rage: Realising an Applied Gaming Eco-system

Cite this