2019
Maharjan, Suraj; Mave, Deepthi; Shrestha, Prasha; Montes, Manuel; Gonzalez, Fabio A; Solorio, Thamar
Jointly Learning Author and Annotated Character N-gram Embeddings: A Case Study in Literary Text Conference
In Proceedings of the 2019 Conference on Recent Advances in Natural Language Processing (RANLP), ACL, Varna, Bulgaria, 2019.
Abstract | Links | BibTeX | Tags: Authorship Attribution, Book Likability Prediction, Multitask, Neural Language Model, Transfer learning
@conference{Maharjan2019,
title = {Jointly Learning Author and Annotated Character N-gram Embeddings: A Case Study in Literary Text},
author = {Suraj Maharjan and Deepthi Mave and Prasha Shrestha and Manuel Montes and Fabio A Gonzalez and Thamar Solorio},
url = {https://www.aclweb.org/anthology/R19-1080/},
year = {2019},
date = {2019-09-02},
booktitle = {In Proceedings of the 2019 Conference on Recent Advances in Natural Language Processing (RANLP)},
pages = {684-692},
publisher = {ACL},
address = {Varna, Bulgaria},
abstract = {An author's way of presenting a story through his/her writing style has a great impact on whether the story will be liked by readers or not. In this paper, we learn representations for authors of literary texts together with representations for character n-grams annotated with their functional roles. We train a neural character n-gram based language model using an external corpus of literary texts and transfer learned representations for use in downstream tasks. We show that augmenting the knowledge from external works of authors produces results competitive with other style-based methods for book likability prediction, genre classification, and authorship attribution.},
keywords = {Authorship Attribution, Book Likability Prediction, Multitask, Neural Language Model, Transfer learning},
pubstate = {published},
tppubtype = {conference}
}
2017
Shrestha, Prasha; Sierra, Sebastian; Gonzalez, Fabio; Montes, Manuel; Rosso, Paolo; Solorio, Thamar
Convolutional Neural Networks for Authorship Attribution of Short Texts Inproceedings
In: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pp. 669–674, Association for Computational Linguistics, Valencia, Spain, 2017.
Links | BibTeX | Tags: Authorship Attribution, CNN
@inproceedings{Shrestha2017,
title = {Convolutional Neural Networks for Authorship Attribution of Short Texts},
author = { Prasha Shrestha and Sebastian Sierra and Fabio Gonzalez and Manuel Montes and Paolo Rosso and Thamar Solorio},
url = {https://www.aclweb.org/anthology/E/E17/E17-2106.pdf},
year = {2017},
date = {2017-04-03},
booktitle = {Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers},
pages = {669--674},
publisher = {Association for Computational Linguistics},
address = {Valencia, Spain},
keywords = {Authorship Attribution, CNN},
pubstate = {published},
tppubtype = {inproceedings}
}
2016
Sapkota, Upendra; Solorio, Thamar; y Gomez, Manuel Montes; Bethard, Steven
Domain Adaptation for Authorship Attribution: Improved Structural Correspondence Learning Conference
Association for Computational Linguistics (ACL) , ACL Berlin, Germany, 2016.
Links | BibTeX | Tags: Authorship Attribution
@conference{SapkotaEtAl:16,
title = {Domain Adaptation for Authorship Attribution: Improved Structural Correspondence Learning},
author = {Upendra Sapkota and Thamar Solorio and Manuel Montes y Gomez and Steven Bethard},
url = {https://aclweb.org/anthology/P/P16/P16-1210.pdf},
year = {2016},
date = {2016-08-08},
booktitle = {Association for Computational Linguistics (ACL) },
address = {Berlin, Germany},
organization = {ACL},
keywords = {Authorship Attribution},
pubstate = {published},
tppubtype = {conference}
}
2015
Sapkota, Upendra; Bethard, Steven; y Gomez, Manuel Montes; Solorio, Thamar
Not All Character N-grams Are Created Equal: A Study in Authorship Attribution Conference
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, ACL Denver, Colorado, 2015.
Links | BibTeX | Tags: Authorship Attribution
@conference{SapkotaEtAl:15,
title = {Not All Character N-grams Are Created Equal: A Study in Authorship Attribution},
author = {Upendra Sapkota and Steven Bethard and Manuel Montes y Gomez and Thamar Solorio},
url = {http://www.aclweb.org/anthology/N/N15/N15-1010.pdf},
year = {2015},
date = {2015-06-01},
booktitle = {Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
pages = {93--102},
address = {Denver, Colorado},
organization = {ACL},
keywords = {Authorship Attribution},
pubstate = {published},
tppubtype = {conference}
}
2014
Sapkota, Upendra; Solorio, Thamar; Montes, Manuel; Bethard, Steven; Rosso, Paolo
Cross-Topic Authorship Attribution: Will Out-Of-Topic Data Help? Inproceedings
In: Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers, pp. 1228–1237, Dublin City University and Association for Computational Linguistics, Dublin, Ireland, 2014.
Links | BibTeX | Tags: Authorship Attribution
@inproceedings{SapkotaEtAl:14,
title = {Cross-Topic Authorship Attribution: Will Out-Of-Topic Data Help?},
author = { Upendra Sapkota and Thamar Solorio and Manuel Montes and Steven Bethard and Paolo Rosso},
url = {http://www.aclweb.org/anthology/C14-1116},
year = {2014},
date = {2014-08-01},
booktitle = {Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers},
pages = {1228--1237},
publisher = {Dublin City University and Association for Computational Linguistics},
address = {Dublin, Ireland},
keywords = {Authorship Attribution},
pubstate = {published},
tppubtype = {inproceedings}
}
Solorio, Thamar; Hasan, Ragib; Mizan, Mainul
Sockpuppet Detection in Wikipedia: A Corpus of Real-World Deceptive Writing for Linking Identities Inproceedings
In: The 9th edition of the Language Resources and Evaluation Conference (LREC 2014), pp. 26–31, European Language Resources Association (ELRA), Reykjavik, Iceland, 2014.
Links | BibTeX | Tags: Authorship Attribution
@inproceedings{SolorioEtAl:14b,
title = {Sockpuppet Detection in Wikipedia: A Corpus of Real-World Deceptive Writing for Linking Identities},
author = { Thamar Solorio and Ragib Hasan and Mainul Mizan},
url = {http://www.lrec-conf.org/proceedings/lrec2014/pdf/1007_Paper.pdf},
year = {2014},
date = {2014-05-01},
booktitle = {The 9th edition of the Language Resources and Evaluation Conference (LREC 2014)},
pages = {26--31},
publisher = {European Language Resources Association (ELRA)},
address = {Reykjavik, Iceland},
keywords = {Authorship Attribution},
pubstate = {published},
tppubtype = {inproceedings}
}
2013
Solorio, Thamar; Hasan, Ragib; Mizan, Mainul
A Case Study of Sockpuppet Detection in Wikipedia Inproceedings
In: Workshop on Language Analysis in Social Media (LASM) at NAACL-HLT 2013, pp. 59–68, ACL, Atlanta, Georgia, 2013.
BibTeX | Tags: Authorship Attribution, Security
@inproceedings{SolorioEtAl:13,
title = {A Case Study of Sockpuppet Detection in Wikipedia},
author = { Thamar Solorio and Ragib Hasan and Mainul Mizan},
year = {2013},
date = {2013-06-01},
booktitle = {Workshop on Language Analysis in Social Media (LASM) at NAACL-HLT 2013},
pages = {59--68},
publisher = {ACL},
address = {Atlanta, Georgia},
keywords = {Authorship Attribution, Security},
pubstate = {published},
tppubtype = {inproceedings}
}
Sapkota, Upendra; Solorio, Thamar; Montes-y-Gómez, Manuel; Rosso, Paolo
The use of Orthogonal Similarity Relations in the Prediction of Authorship Inproceedings
In: Proceedings of the 14th International Conference on Intelligent Text Processing and Computational Linguistics, CICLing-2013, pp. 463–475, , % note = (acceptance rate 24.6,%), Samos, Greece, 2013.
BibTeX | Tags: Authorship Attribution
@inproceedings{SapkotaEtAl:13,
title = {The use of Orthogonal Similarity Relations in the Prediction of Authorship},
author = { Upendra Sapkota and Thamar Solorio and Manuel Montes-y-Gómez and Paolo Rosso},
year = {2013},
date = {2013-03-01},
booktitle = {Proceedings of the 14th International Conference on Intelligent Text Processing and Computational Linguistics, CICLing-2013},
pages = {463--475},
publisher = {, % note = (acceptance rate 24.6,%)},
address = {Samos, Greece},
keywords = {Authorship Attribution},
pubstate = {published},
tppubtype = {inproceedings}
}
2012
Sapkota, Upendra; Solorio, Thamar
Sub-profiling by linguistic dimensions to solve the authorship attribution task Inproceedings
In: Notebook for PAN at CLEF 2012, Rome, Italy, 2012.
BibTeX | Tags: Authorship Attribution
@inproceedings{SapkotaAndSolorio:12,
title = {Sub-profiling by linguistic dimensions to solve the authorship attribution task},
author = { Upendra Sapkota and Thamar Solorio},
year = {2012},
date = {2012-09-01},
booktitle = {Notebook for PAN at CLEF 2012},
address = {Rome, Italy},
keywords = {Authorship Attribution},
pubstate = {published},
tppubtype = {inproceedings}
}
2011
Solorio, Thamar; Pillay, Sangita; Raghavan, Sindhu; Montes-y-Gómez, Manuel
Modality Specific Metafeatures for Authorship Attribution on Web Forum Posts Inproceedings
In: 5th International Joint Conference on Natural Language Processing, IJCNLP 2011, pp. 156–164, AFNLP Chiang Mai, Thailand, 2011.
BibTeX | Tags: Authorship Attribution
@inproceedings{SolorioEtAl:11c,
title = {Modality Specific Metafeatures for Authorship Attribution on Web Forum Posts},
author = { Thamar Solorio and Sangita Pillay and Sindhu Raghavan and Manuel Montes-y-Gómez},
year = {2011},
date = {2011-11-01},
booktitle = {5th International Joint Conference on Natural Language Processing, IJCNLP 2011},
pages = {156--164},
address = {Chiang Mai, Thailand},
organization = {AFNLP},
keywords = {Authorship Attribution},
pubstate = {published},
tppubtype = {inproceedings}
}
Escalante, Hugo Jair; Montes-y-Gómez, Manuel; Solorio, Thamar
Weighted Profile Intersection Measure for Profile-based Authorship Attribution Inproceedings
In: 10th Mexican International Conference on Artificial Intelligence, pp. 232–243, , %note = (acceptance rate 27.5,%), Puebla, Mexico, 2011.
BibTeX | Tags: Authorship Attribution, Security
@inproceedings{EscalanteEtAl:11b,
title = {Weighted Profile Intersection Measure for Profile-based Authorship Attribution},
author = { Hugo Jair Escalante and Manuel Montes-y-Gómez and Thamar Solorio},
year = {2011},
date = {2011-11-01},
booktitle = {10th Mexican International Conference on Artificial Intelligence},
pages = {232--243},
publisher = {, %note = (acceptance rate 27.5,%)},
address = {Puebla, Mexico},
keywords = {Authorship Attribution, Security},
pubstate = {published},
tppubtype = {inproceedings}
}
Solorio, Thamar; Pillay, Sangita; Montes-y-Gómez, Manuel
Authorship Identification with Modality Specific Meta Features Inproceedings
In: Uncovering Plagiarism, Authorship, and Social Software Misuse (PAN 2011) held in conjunction with the CLEF 2011 Conference on Multilingual and Multimodal Information Access Evaluation, Amsterdam, 2011.
BibTeX | Tags: Authorship Attribution, Security
@inproceedings{SolorioEtAl:11b,
title = {Authorship Identification with Modality Specific Meta Features},
author = { Thamar Solorio and Sangita Pillay and Manuel Montes-y-Gómez},
year = {2011},
date = {2011-09-01},
booktitle = {Uncovering Plagiarism, Authorship, and Social Software Misuse (PAN 2011) held in conjunction with the CLEF 2011 Conference on Multilingual and Multimodal Information Access Evaluation},
address = {Amsterdam},
keywords = {Authorship Attribution, Security},
pubstate = {published},
tppubtype = {inproceedings}
}
Escalante, H. Jair; Solorio, Thamar; Montes-y-Gómez, Manuel
Local Histograms of Character n-grams for Authorship Attribution Inproceedings
In: Proceedings of the 49th Annual Meeting for the Association for Computational Linguistics: Human Language Technologies, pp. 288-298, ACL Portland, Oregon, 2011.
Links | BibTeX | Tags: Authorship Attribution, Security
@inproceedings{EscalanteEtAl:11a,
title = {Local Histograms of Character n-grams for Authorship Attribution},
author = { H. Jair Escalante and Thamar Solorio and Manuel Montes-y-Gómez},
url = {http://aclweb.org/anthology/P11-1030},
year = {2011},
date = {2011-06-01},
booktitle = {Proceedings of the 49th Annual Meeting for the Association for Computational Linguistics: Human Language Technologies},
pages = {288-298},
address = {Portland, Oregon},
organization = {ACL},
keywords = {Authorship Attribution, Security},
pubstate = {published},
tppubtype = {inproceedings}
}