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Character Extraction and Character Type Identification from Summarised Story Plots

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Character Extraction and Character Type Identification from Summarised Story Plots

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Srinivasan, V.; Power, A. (2022). Character Extraction and Character Type Identification from Summarised Story Plots. Journal of Computer-Assisted Linguistic Research. 6:19-41. https://doi.org/10.4995/jclr.2022.17835

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/191100

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Title: Character Extraction and Character Type Identification from Summarised Story Plots
Author: Srinivasan, Vardhini Power, Aurelia
Issued date:
Abstract:
[EN] Identifying the characters from free-form text and understanding the roles and relationships between them is an evolving area of research. They have a wide range of applications, from summarising narrations to ...[+]
Subjects: Character extraction , Character type identification , Coreference resolution , Classification , Clustering
Copyrigths: Reconocimiento - No comercial - Sin obra derivada (by-nc-nd)
Source:
Journal of Computer-Assisted Linguistic Research. (eissn: 2530-9455 )
DOI: 10.4995/jclr.2022.17835
Publisher:
Universitat Politècnica de València
Publisher version: https://doi.org/10.4995/jclr.2022.17835
Type: Artículo

References

Agarwal, Apoorv, and Owen Rambow. 2010. "Automatic detection and classification of social events." In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 1024-1034.

Baccianella, Stefano, Andrea Esuli, and Fabrizio Sebastiani. 2010. "Sentiwordnet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining." In Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10).

Bamman, David, Brendan O'Connor, and Noah A. Smith. "Learning latent personas of film characters. 2013." In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics 1, 352-361. [+]
Agarwal, Apoorv, and Owen Rambow. 2010. "Automatic detection and classification of social events." In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 1024-1034.

Baccianella, Stefano, Andrea Esuli, and Fabrizio Sebastiani. 2010. "Sentiwordnet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining." In Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10).

Bamman, David, Brendan O'Connor, and Noah A. Smith. "Learning latent personas of film characters. 2013." In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics 1, 352-361.

Calix, Ricardo A., Leili Javadpout, Mehdi Khazaeli, and Gerald M. Knapp. 2013."Automatic detection of nominal entities in speech for enriched content search." In The Twenty-Sixth International FLAIRS Conference.

Ceri, Stefano, Piero Fraternali, Aldo Bongio, Marco Brambilla, Sara Comai, and Maristella Matera. 2003. Morgan Kaufmann series in data management systems: Designing data-intensive Web applications. Morgan Kaufmann, 34-36.

Chaturvedi, Snigdha, Shashank Srivastava, Hal Daume III, and Chris Dyer. 2016. "Modelling evolving relationships between characters in literary novels." In Proceedings of the AAAI Conference on Artificial Intelligence, 30. https://doi.org/10.1609/aaai.v30i1.10358

Chen, Yu-Hsin, and Jinho D. Choi. 2016. "Character identification on multiparty conversation: Identifying mentions of characters in tv shows." In Proceedings of the 17th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 90-100. https://doi.org/10.18653/v1/W16-3612

Chollet, Francois. 2021. Deep Learning with Python. New York: Manning Publication.

Feinerer, Ingo, Kurt Hornik, Mike Wallace, and Maintainer Kurt Hornik. 2020. "Package 'wordnet'."

Fernandez, Matt, Michael Peterson, and Ben Ulmer. 2015. "Extracting social network from literature to predict antagonist and protagonist." Recuperado de: https://nlp. stanford. edu/courses/cs224n/2015/reports/14. pdf.

Finkel, Jenny R., Trond Grenager, and Christopher Manning. 2005. "Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling". In Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL 2005), 363-370. https://doi.org/10.3115/1219840.1219885

Grandini, Margherita, Enrico Bagli, and Giorgio Visani. 2020. "Metrics for multi-class classification: an overview." arXiv preprint arXiv:2008.05756.

Hachey, Ben, Will Radford, Joel Nothman, Matthew Honnibal, and James R. Curran. 2013. "Evaluating entity linking with wikipedia." Artificial intelligence 194: 130-150. https://doi.org/10.1016/j.artint.2012.04.005

Jahan, Labiba, Geeticka Chauhan, and Mark A. Finlayson. 2018. "A new approach to animacy detection." In Proceedings of the 27th International Conference on Computational Linguistics.

Jahan, Labiba, and Mark Finlayson. 2019. "Character identification refined: A proposal. " In Proceedings of the First Workshop on Narrative Understanding, 12-18. https://doi.org/10.18653/v1/W19-2402

Jahan, Labiba, Rahul Mittal, W. Victor Yarlott, and Mark Finlayson. 2020. "A straightforward approach to narratologically grounded character identification." In Proceedings of the 28th International Conference on Computational Linguistics, 6089-6100. https://doi.org/10.18653/v1/2020.coling-main.536

Jung, Jason J., Eunsoon You, and Seung-Bo Park. 2013. "Emotion-based character clustering for managing story-based contents: a cinemetric analysis." Multimedia tools and applications 65: 29-45. https://doi.org/10.1007/s11042-012-1133-x

Kong, Fang, Guodong Zhou, Longhua Qian, and Qiaoming Zhu. 2010. "Dependency-driven anaphoricity determination for coreference resolution." In Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), 599-607. https://doi.org/10.1109/IALP.2010.25

Labatut, Vincent, and Xavier Bost. 2019. "Extraction and analysis of fictional character networks: A survey." ACM Computing Surveys (CSUR) 52: 1-40. https://doi.org/10.1145/3344548

Liang, Tyne, and Dian-Song Wu. 2004. "Automatic pronominal anaphora resolution in English texts." In International Journal of Computational Linguistics & Chinese Language Processing, Volume 9, Number 1, February 2004: Special Issue on Selected Papers from ROCLING XV, 21-40.

Manning, Christopher D., Mihai Surdeanu, John Bauer, Jenny Rose Finkel, Steven Bethard, and David McClosky. 2014. "The Stanford CoreNLP natural language processing toolkit." In Proceedings of 52nd annual meeting of the association for computational linguistics: system demonstrations, 55-60. https://doi.org/10.3115/v1/P14-5010

Rosenberg, Andrew, and Julia Hirschberg. 2007. "V-measure: A conditional entropy-based external cluster evaluation measure." In Proceedings of the 2007 joint conference on empirical methods in natural language processing and computational natural language learning (EMNLP-CoNLL), 410-420.

Sukthanker, Rhea, Soujanya Poria, Erik Cambria, and Ramkumar Thirunavukarasu. 2020. "Anaphora and coreference resolution: A review." Information Fusion 59: 139-162. https://doi.org/10.1016/j.inffus.2020.01.010

Talib, Ismail S. 2010. "Narrative theory: A brief introduction." https://courses.nus.edu. sg/course/ellibst/NarrativeTheory/ .

Vala, Hardik, David Jurgens, Andrew Piper, and Derek Ruths. 2015. "Mr. bennet, his coachman, and the archbishop walk into a bar but only one of them gets recognized: On the difficulty of detecting characters in literary texts." In Proceedings of the 2015 conference on empirical methods in natural language processing, 769-774. https://doi.org/10.18653/v1/D15-1088

Valls-Vargas, Josep, Santiago Ontanón, and Jichen Zhu. 2014. "Toward automatic character identification in unannotated narrative text." In Seventh intelligent narrative technologies workshop.

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