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@@ -124,6 +124,41 @@ The list of the sources for the original toxic sentences:
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  ## Citation
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  If you would like to acknowledge our work, please, cite the following manuscripts:
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  ```
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  @inproceedings{dementieva-etal-2025-multilingual,
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  title = "Multilingual and Explainable Text Detoxification with Parallel Corpora",
@@ -169,55 +204,6 @@ If you would like to acknowledge our work, please, cite the following manuscript
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  }
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  ```
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- ```
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- @inproceedings{DBLP:conf/ecir/BevendorffCCDEFFKMMPPRRSSSTUWZ24,
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- author = {Janek Bevendorff and
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- Xavier Bonet Casals and
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- Berta Chulvi and
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- Daryna Dementieva and
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- Ashaf Elnagar and
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- Dayne Freitag and
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- Maik Fr{\"{o}}be and
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- Damir Korencic and
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- Maximilian Mayerl and
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- Animesh Mukherjee and
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- Alexander Panchenko and
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- Martin Potthast and
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- Francisco Rangel and
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- Paolo Rosso and
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- Alisa Smirnova and
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- Efstathios Stamatatos and
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- Benno Stein and
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- Mariona Taul{\'{e}} and
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- Dmitry Ustalov and
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- Matti Wiegmann and
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- Eva Zangerle},
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- editor = {Nazli Goharian and
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- Nicola Tonellotto and
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- Yulan He and
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- Aldo Lipani and
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- Graham McDonald and
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- Craig Macdonald and
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- Iadh Ounis},
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- title = {Overview of {PAN} 2024: Multi-author Writing Style Analysis, Multilingual
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- Text Detoxification, Oppositional Thinking Analysis, and Generative
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- {AI} Authorship Verification - Extended Abstract},
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- booktitle = {Advances in Information Retrieval - 46th European Conference on Information
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- Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings,
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- Part {VI}},
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- series = {Lecture Notes in Computer Science},
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- volume = {14613},
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- pages = {3--10},
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- publisher = {Springer},
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- year = {2024},
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- url = {https://doi.org/10.1007/978-3-031-56072-9\_1},
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- doi = {10.1007/978-3-031-56072-9\_1},
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- timestamp = {Fri, 29 Mar 2024 23:01:36 +0100},
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- biburl = {https://dblp.org/rec/conf/ecir/BevendorffCCDEFFKMMPPRRSSSTUWZ24.bib},
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- bibsource = {dblp computer science bibliography, https://dblp.org}
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- }
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- ```
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-
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  # Corresponding Contact
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  [Daryna Dementieva](https://huggingface.co/dardem)
 
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  ## Citation
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  If you would like to acknowledge our work, please, cite the following manuscripts:
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+ ```
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+ @inproceedings{dementieva2025overview,
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+ title={Overview of the Multilingual Text Detoxification Task at PAN 2025},
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+ author={Dementieva, Daryna and
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+ Protasov, Vitaly and
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+ Babakov, Nikolay and
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+ Rizwan, Naquee and
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+ Alimova, Ilseyar and
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+ Brune, Caroline and
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+ Konovalov, Vasily and
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+ Muti, Arianna and
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+ Liebeskind, Chaya and
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+ Litvak, Marina and
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+ Nozza, Debora, and
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+ Shah Khan, Shehryaar and
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+ Takeshita, Sotaro and
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+ Vanetik, Natalia and
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+ Ayele, Abinew Ali and
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+ Schneider, Frolian and
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+ Wang, Xintog and
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+ Yimam, Seid Muhie and
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+ Elnagar, Ashraf and
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+ Mukherjee, Animesh and
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+ Panchenko, Alexander},
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+ booktitle={Working Notes of CLEF 2025 -- Conference and Labs of the Evaluation Forum},
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+ editor={Guglielmo Faggioli and Nicola Ferro and Paolo Rosso and Damiano Spina},
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+ month = sep,
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+ publisher = {CEUR-WS.org},
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+ series = {CEUR Workshop Proceedings},
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+ site = {Vienna, Austria},
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+ url = {https://ceur-ws.org/Vol-4038/paper_278.pdf},
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+ year = 2025
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+ }
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+ ```
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+
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  ```
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  @inproceedings{dementieva-etal-2025-multilingual,
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  title = "Multilingual and Explainable Text Detoxification with Parallel Corpora",
 
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  }
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  ```
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  # Corresponding Contact
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  [Daryna Dementieva](https://huggingface.co/dardem)