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Philosophische Körper. Von digitalem Text zu greifbarem Material. ...
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Employing Argumentation Knowledge Graphs for Neural Argument Generation ...
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Webis Argument Quality Corpus 2020 (Webis-ArgQuality-20) ...
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Webis Argument Quality Corpus 2020 (Webis-ArgQuality-20) ...
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Analyzing Political Bias and Unfairness in News Articles at Different Levels of Granularity ...
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Persuasiveness of News Editorials depending on Ideology and Personality ...
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Detecting Media Bias in News Articles using Gaussian Bias Distributions ...
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Style Analysis of Argumentative Texts by Mining Rhetorical Devices ...
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Overview of PAN 2020: Authorship Verification, Celebrity Profiling, Profiling Fake News Spreaders on Twitter, and Style Change Detection
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Overview of PAN 2019: Bots and Gender Profiling, Celebrity Profiling, Cross-domain Authorship Attribution and Style Change Detection
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A Decade of Shared Tasks in Digital Text Forensics at PAN
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Abstract:
[EN] Digital text forensics aims at examining the originality and credibility of information in electronic documents and, in this regard, to extract and analyze information about the authors of these documents. The research field has been substantially developed during the last decade. PAN is a series of shared tasks that started in 2009 and significantly contributed to attract the attention of the research community in well-defined digital text forensics tasks. Several benchmark datasets have been developed to assess the state-of-the-art performance in a wide range of tasks. In this paper, we present the evolution of both the examined tasks and the developed datasets during the last decade. We also briefly introduce the upcoming PAN 2019 shared tasks. ; We are indebted to many colleagues and friends who contributed greatly to PAN's tasks: Maik Anderka, Shlomo Argamon, Alberto Barrón-Cedeño, Fabio Celli, Fabio Crestani, Walter Daelemans, Andreas Eiselt, Tim Gollub, Parth Gupta, Matthias Hagen, Teresa Holfeld, Patrick Juola, Giacomo Inches, Mike Kestemont, Moshe Koppel, Manuel Montes-y-Gómez, Aurelio Lopez-Lopez, Francisco Rangel, Miguel Angel Sánchez-Pérez, Günther Specht, Michael Tschuggnall, and Ben Verhoeven. Our special thanks go to PAN¿s sponsors throughout the years and not least to the hundreds of participants. ; Potthast, M.; Rosso, P.; Stamatatos, E.; Stein, B. (2019). A Decade of Shared Tasks in Digital Text Forensics at PAN. Lecture Notes in Computer Science. 11438:291-300. https://doi.org/10.1007/978-3-030-15719-7_39 ; S ; 291 ; 300 ; 11438 ; FIRE 2015 Working Notes Papers, 4–6 December, Gandhinagar, India (2015). http://www.uni-weimar.de/medien/webis/events/pan-at-fire-15 ; FIRE 2017 Working Notes Papers, 8–11 December, Bangalore, India (2017) ; Amigó, E., et al.: Overview of RepLab 2014: author profiling and reputation dimensions for online reputation management. In: Kanoulas, E., et al. (eds.) CLEF 2014. LNCS, vol. 8685, pp. 307–322. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-11382-1_24 ; Argamon, S., Juola, P.: Overview of the international authorship identification competition at PAN-2011. In: Petras, V., Forner, P., Clough, P. (eds.) Notebook Papers of CLEF 2011 Labs and Workshops, 19–22 September, Amsterdam, Netherlands (2011). http://www.clef-initiative.eu/publication/working-notes ; Argamon, S., Koppel, M., Fine, J., Shimoni, A.R.: Gender, genre, and writing style in formal written texts. TEXT 23, 321–346 (2003) ; Asghari, H., Mohtaj, S., Fatemi, O., Faili, H., Rosso, P., Potthast, M.: Algorithms and corpora for Persian plagiarism detection. In: Majumder, P., Mitra, M., Mehta, P., Sankhavara, J. (eds.) FIRE 2016. LNCS, vol. 10478, pp. 61–79. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-73606-8_5 ; Bagnall, D.: Authorship clustering using multi-headed recurrent neural networks-notebook for PAN at CLEF 2016. In: Balog, K., Cappellato, L., Ferro, N., Macdonald, C. (eds.) CLEF 2016 Evaluation Labs and Workshop - Working Notes Papers, 5–8 September, Évora, Portugal. CEUR Workshop Proceedings, CEUR-WS.org, September 2016. http://ceur-ws.org/Vol-1609/ ; Bensalem, I., Boukhalfa, I., Rosso, P., Abouenour, L., Darwish, K., Chikhi, S.: Overview of the AraPlagDet PAN@FIRE2015 shared task on Arabic plagiarism detection. In: FIRE 2015 Working Notes Papers, 4–6 December, Gandhinagar, India [1] ; Flores, E., Rosso, P., Moreno, L., Villatoro-Tello, E.: On the detection of SOurce COde re-use. In: FIRE 2014 Working Notes Papers, 5–7 December, Bangalore, India, pp. 21–30, December 2014 ; Flores, E., Rosso, P., Villatoro-Tello, E., Moreno, L., Alcover, R., Chirivella, V.: PAN@FIRE: Overview of CL-SOCO track on the detection of cross-language SOurce COde re-use. In: FIRE 2015 Working Notes Papers, 4–6 December, Gandhinagar, India, pp. 1–5 [1] ; Gollub, T., et al.: Recent trends in digital text forensics and its evaluation. In: Forner, P., Müller, H., Paredes, R., Rosso, P., Stein, B. (eds.) CLEF 2013. LNCS, vol. 8138, pp. 282–302. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-40802-1_28 ; Halvani, O., Graner, L., Vogel, I.: Authorship verification in the absence of explicit features and thresholds. In: Pasi, G., Piwowarski, B., Azzopardi, L., Hanbury, A. (eds.) ECIR 2018. LNCS, vol. 10772, pp. 454–465. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-76941-7_34 ; Holmes, J., Meyerhoff, M.: The Handbook of Language and Gender. Blackwell Handbooks in Linguistics. Wiley, Hoboken (2003) ; Inches, G., Crestani, F.: Overview of the international sexual predator identification competition at PAN-2012. In: Forner, P., Karlgren, J., Womser-Hacker, C. (eds.) CLEF 2012 Evaluation Labs and Workshop - Working Notes Papers, 17–20 September, Rome, Italy (2012). http://www.clef-initiative.eu/publication/working-notes ; Juola, P.: An overview of the traditional authorship attribution subtask. In: Forner, P., Karlgren, J., Womser-Hacker, C. (eds.) CLEF 2012 Evaluation Labs and Workshop - Working Notes Papers, 17–20 September, Rome, Italy (2012). http://www.clef-initiative.eu/publication/working-notes ; Koppel, M., Argamon, S., Shimoni, A.R.: Automatically categorizing written texts by author gender (2003) ; Koppel, M., Schler, J., Argamon, S., Winter, Y.: The “fundamental problem” of authorship attribution. Engl. Stud. 93(3), 284–291 (2012) ; Litvinova, T., Rangel, F., Rosso, P., Seredin, P., Litvinova, O.: Overview of the RusProfiling PAN at FIRE track on cross-genre gender identification in Russian. In: FIRE 2017 Working Notes Papers, 8–11 December, Bangalore, India [2] ; Anand Kumar, M., Barathi Ganesh, H.B., Singh, S., Soman, K.P., Rosso, P.: Overview of the INLI PAN at FIRE-2017 track on Indian native language identification. In: FIRE 2017 Working Notes Papers, 8–11 December, Bangalore, India [2] ; Pennebaker, J.W.: The Secret Life of Pronouns: What Our Words Say About Us. Bloomsbury, USA (2013) ; Potthast, M., Barrón-Cedeño, A., Eiselt, A., Stein, B., Rosso, P.: Overview of the 2nd international competition on plagiarism detection. In: Braschler, M., Harman, D., Pianta, E. (eds.) Working Notes Papers of the CLEF 2010 Evaluation Labs, September 2010. http://www.clef-initiative.eu/publication/working-notes ; Potthast, M., et al.: Who wrote the web? Revisiting influential author identification research applicable to information retrieval. In: Ferro, N., et al. (eds.) ECIR 2016. LNCS, vol. 9626, pp. 393–407. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-30671-1_29 ; Potthast, M., Eiselt, A., Barrón-Cedeño, A., Stein, B., Rosso, P.: Overview of the 3rd international competition on plagiarism detection. In: Notebook Papers of the 5th Evaluation Lab on Uncovering Plagiarism, Authorship and Social Software Misuse (PAN), Amsterdam, The Netherlands, September 2011 ; Potthast, M., et al.: Overview of the 4th international competition on plagiarism detection. In: Forner, P., Karlgren, J., Womser-Hacker, C. (eds.) Working Notes Papers of the CLEF 2012 Evaluation Labs, September 2012. http://www.clef-initiative.eu/publication/working-notes ; Potthast, M., et al.: Overview of the 5th international competition on plagiarism detection. In: Forner, P., Navigli, R., Tufis, D. (eds.) Working Notes Papers of the CLEF 2013 Evaluation Labs, September 2013. http://www.clef-initiative.eu/publication/working-notes ; Potthast, M., Gollub, T., Rangel, F., Rosso, P., Stamatatos, E., Stein, B.: Improving the reproducibility of PAN’s shared tasks: plagiarism detection, author identification, and author profiling. In: Kanoulas, E., et al. (eds.) CLEF 2014. LNCS, vol. 8685, pp. 268–299. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-11382-1_22 ; Potthast, M., et al.: Overview of the 6th international competition on plagiarism detection. In: Cappellato, L., Ferro, N., Halvey, M., Kraaij, W. (eds.) Working Notes Papers of the CLEF 2014 Evaluation Labs. CEUR Workshop Proceedings, CLEF and CEUR-WS.org, September 2014. http://www.clef-initiative.eu/publication/working-notes ; Potthast, M., Rangel, F., Tschuggnall, M., Stamatatos, E., Rosso, P., Stein, B.: Overview of PAN’17: author identification, author profiling, and author obfuscation. In: Jones, G.J.F., et al. (eds.) CLEF 2017. LNCS, vol. 10456, pp. 275–290. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-65813-1_25 ; Potthast, M., Stein, B., Anderka, M.: A Wikipedia-based multilingual retrieval model. In: Macdonald, C., Ounis, I., Plachouras, V., Ruthven, I., White, R.W. (eds.) ECIR 2008. LNCS, vol. 4956, pp. 522–530. Springer, Heidelberg (2008). https://doi.org/10.1007/978-3-540-78646-7_51 ; Potthast, M., Stein, B., Eiselt, A., Barrón-Cedeño, A., Rosso, P.: Overview of the 1st international competition on plagiarism detection. In: Stein, B., Rosso, P., Stamatatos, E., Koppel, M., Agirre, E. (eds.) SEPLN 2009 Workshop on Uncovering Plagiarism, Authorship, and Social Software Misuse (PAN 2009), pp. 1–9. CEUR-WS.org, September 2009. http://ceur-ws.org/Vol-502 ; Rosso, P., Rangel, F., Potthast, M., Stamatatos, E., Tschuggnall, M., Stein, B.: Overview of PAN’16: new challenges for authorship analysis: cross-genre profiling, clustering, diarization, and obfuscation. In: Fuhr, N., et al. (eds.) CLEF 2016. LNCS, vol. 9822, pp. 332–350. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-44564-9_28 ; Schler, J., Koppel, M., Argamon, S., Pennebaker, J.W.: Effects of age and gender on blogging. In: AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs, pp. 199–205. AAAI (2006) ; Stamatatos, E.: A survey of modern authorship attribution methods. J. Am. Soc. Inf. Sci. Technol. 60, 538–556 (2009) ; Stamatatos, E., Potthast, M., Rangel, F., Rosso, P., Stein, B.: Overview of the PAN/CLEF 2015 evaluation lab. In: Mothe, J., et al. (eds.) CLEF 2015. LNCS, vol. 9283, pp. 518–538. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-24027-5_49 ; Stamatatos, E., et al.: Overview of PAN 2018: author identification, author profiling, and author obfuscation. In: Bellot, P., et al. (eds.) CLEF 2018. LNCS, vol. 11018, pp. 267–285. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-98932-7_25 ; Stein, B., Koppel, M., Stamatatos, E. (eds.): SIGIR 2007 Workshop on Plagiarism Analysis, Authorship Identification, and Near-Duplicate Detection (PAN 2007). CEUR-WS.org (2007). http://www.uni-weimar.de/medien/webis/events/pan-07 ; Stein, B., Lipka, N., Prettenhofer, P.: Intrinsic plagiarism analysis. Lang. Resour. Eval. (LRE) 45(1), 63–82 (2011) ; Stein, B., Rosso, P., Stamatatos, E., Koppel, M., Agirre, E. (eds.): SEPLN 2009 Workshop on Uncovering Plagiarism, Authorship, and Social Software Misuse (PAN 2009). Universidad Politécnica de Valencia and CEUR-WS.org (2009). http://ceur-ws.org/Vol-502
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Keyword:
Digital text forensics tasks; LENGUAJES Y SISTEMAS INFORMATICOS; PAN
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URL: http://hdl.handle.net/10251/159141
https://doi.org/10.1007/978-3-030-15719-7_39
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