% Use this file for citations not found in the ACL Anthology (contained in "anthology.bib").

@book{Aho:72,
    author  = {Alfred V. Aho and Jeffrey D. Ullman},
    title   = {The Theory of Parsing, Translation and Compiling},
    year    = "1972",
    volume  = "1",
    publisher = {Prentice-Hall},
    address = {Englewood Cliffs, NJ}
}

@article{song2020mpnet,
  title={Mpnet: Masked and permuted pre-training for language understanding},
  author={Song, Kaitao and Tan, Xu and Qin, Tao and Lu, Jianfeng and Liu, Tie-Yan},
  journal={Advances in Neural Information Processing Systems},
  volume={33},
  pages={16857--16867},
  year={2020}
}

@book{APA:83,
    author  = {{American Psychological Association}},
    title   = {Publications Manual},
    year    = "1983",
    publisher = {American Psychological Association},
    address = {Washington, DC}
}

@article{Chandra:81,
	author = {Ashok K. Chandra and Dexter C. Kozen and Larry J. Stockmeyer},
	year = "1981",
	title = {Alternation},
	journal = {Journal of the Association for Computing Machinery},
	volume = "28",
	number = "1",
	pages = "114--133",
	doi = "10.1145/322234.322243",
}

@inproceedings{andrew2007scalable,
  title={Scalable training of {L1}-regularized log-linear models},
  author={Andrew, Galen and Gao, Jianfeng},
  booktitle={Proceedings of the 24th International Conference on Machine Learning},
  pages={33--40},
  year={2007},
}

@book{Gusfield:97,
    author  = {Dan Gusfield},
    title   = {Algorithms on Strings, Trees and Sequences},
    year    = "1997",
    publisher = {Cambridge University Press},
    address = {Cambridge, UK}
}

@article{rasooli-tetrault-2015,
    author    = {Mohammad Sadegh Rasooli and Joel R. Tetreault},
    title     = {Yara Parser: {A} Fast and Accurate Dependency Parser},
    journal   = {Computing Research Repository},
    volume    = {arXiv:1503.06733},
    year      = {2015},
    url       = {http://arxiv.org/abs/1503.06733},
    note    = {version 2}
}

@article{Ando2005,
	Acmid = {1194905},
	Author = {Ando, Rie Kubota and Zhang, Tong},
	Issn = {1532-4435},
	Issue_Date = {12/1/2005},
	Journal = {Journal of Machine Learning Research},
	Month = dec,
	Numpages = {37},
	Pages = {1817--1853},
	Publisher = {JMLR.org},
	Title = {A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data},
	Volume = {6},
	Year = {2005}
}


% Use this file for citations not found in the ACL Anthology (contained in "anthology.bib").


@inproceedings{siino2021detection,
  author       = {Marco {Siino} 
                         AND Elisa {Di Nuovo}
                         AND Ilenia {Tinnirello}
                         AND Marco {La Cascia}},
  editor       = {Guglielmo Faggioli and
                  Nicola Ferro and
                  Alexis Joly and
                  Maria Maistro and
                  Florina Piroi},
  title        = {Detection of hate speech spreaders using convolutional neural networks},
  booktitle    = {Proceedings of the Working Notes of {CLEF} 2021 - Conference and Labs
                  of the Evaluation Forum, Bucharest, Romania, September 21st - to -
                  24th, 2021},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2936},
  pages        = {2126--2136},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  timestamp    = {Fri, 10 Mar 2023 16:23:42 +0100},
  biburl       = {https://dblp.org/rec/conf/clef/SiinoNTC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{lomonaco2022courage,
  author       = {Lomonaco, Francesco and
                  Donabauer, Gregor and
                  Siino, Marco},
  editor       = {Guglielmo Faggioli and
                  Nicola Ferro and
                  Allan Hanbury and
                  Martin Potthast},
  title        = {{COURAGE} at CheckThat!-2022: Harmful Tweet Detection using Graph
                  Neural Networks and {ELECTRA}},
  booktitle    = {Proceedings of the Working Notes of {CLEF} 2022 - Conference and Labs
                  of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th,
                  2022},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3180},
  pages        = {573--583},
  publisher    = {CEUR-WS.org},
  year         = {2022},
  timestamp    = {Fri, 10 Mar 2023 16:23:42 +0100},
  biburl       = {https://dblp.org/rec/conf/clef/LomonacoDS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{siino2022t100,
    author       = {Marco {Siino} 
                    AND Ilenia {Tinnirello}
                    AND Marco {La Cascia}},
  editor       = {Guglielmo Faggioli and
                  Nicola Ferro and
                  Allan Hanbury and
                  Martin Potthast},
  title        = {{T100:} {A} modern classic ensemble to profile irony and stereotype
                  spreaders},
  booktitle    = {Proceedings of the Working Notes of {CLEF} 2022 - Conference and Labs
                  of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th,
                  2022},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3180},
  pages        = {2666--2674},
  publisher    = {CEUR-WS.org},
  year         = {2022},
  timestamp    = {Fri, 10 Mar 2023 16:23:42 +0100},
  biburl       = {https://dblp.org/rec/conf/clef/SiinoTC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{siino2022fake,
 author       = {Marco Siino and Elisa {Di Nuovo} and Ilenia Tinnirello and Marco {La Cascia}},
  title        = {Fake News Spreaders Detection: Sometimes Attention Is Not All You
                  Need},
  journal      = {Information},
  volume       = {13},
  number       = {9},
  pages        = {426},
  year         = {2022},
  doi          = {10.3390/INFO13090426}
}

@inproceedings{lomonaco2023text,
	author       = {Lomonaco, Francesco and
                  Siino, Marco and
                  Tesconi, Maurizio},
  editor       = {Mohammad Aliannejadi and
                  Guglielmo Faggioli and
                  Nicola Ferro and
                  Michalis Vlachos},
  title        = {Text Enrichment with Japanese Language to Profile Cryptocurrency Influencers},
  booktitle    = {Working Notes of the Conference and Labs of the Evaluation Forum {(CLEF}
                  2023), Thessaloniki, Greece, September 18th to 21st, 2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3497},
  pages        = {2708--2716},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  timestamp    = {Wed, 25 Oct 2023 17:24:28 +0200},
  biburl       = {https://dblp.org/rec/conf/clef/LomonacoST23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{reimers-2019-sentence-bert,
  title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
  author = "Reimers, Nils and Gurevych, Iryna",
  booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
  month = "11",
  year = "2019",
  publisher = "Association for Computational Linguistics",
  url = "https://arxiv.org/abs/1908.10084",
}

@article{miri2022ensemble,
  title={Ensemble feature selection for multi-label text classification: An intelligent order statistics approach},
  author={Miri, Mohsen and Dowlatshahi, Mohammad Bagher and Hashemi, Amin and Rafsanjani, Marjan Kuchaki and Gupta, Brij B and Alhalabi, W},
  journal={International Journal of Intelligent Systems},
  volume={37},
  number={12},
  pages={11319--11341},
  year={2022},
  publisher={Wiley Online Library}
}

@phdthesis{maccartney2009natural,
  author       = {Bill MacCartney},
  title        = {Natural language inference},
  school       = {Stanford University, {USA}},
  year         = {2009},
  url          = {https://searchworks.stanford.edu/view/8386060}
}

@article{siino2024text,
  title={Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers},
  author={Siino, Marco and Tinnirello, Ilenia and La Cascia, Marco},
  journal={Information Systems},
  volume={121},
  pages={102342},
  year={2024},
  publisher={Elsevier}
}

@article{siino2024backtranslate,
author = {Siino, Marco and Lomonaco, Francesco and Rosso, Paolo},
title = {Backtranslate what you are saying and I will tell who you are},
journal = {Expert Systems},
year = {2024},
volume = {n/a},
number = {n/a},
pages = {e13568},
doi = {https://doi.org/10.1111/exsy.13568}
}

@inproceedings{siino2024t5medical,
title = {T5-Medical at SemEval-2024 Task 2: Using T5 Medical Embeddings for Natural Language Inference on Clinical Trial Data},
author = {Siino, Marco},
booktitle = {Proceedings of the 18th International Workshop on Semantic Evaluation},
series = {SemEval 2024},
year = {2024},
address = {Mexico City, Mexico},
month = {June},
pages = {}, 
doi= {} 
}

@inproceedings{dimitrov2024semeval,
	title={SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes},
	author={Dimitrov, Dimitar and Alam, Firoj and Hasanain, Maram and Hasnat, Abul and Silvestri, Fabrizio and Nakov, Preslav and Da San Martino, Giovanni},
	booktitle = {Proceedings of the 18th International Workshop on Semantic Evaluation},
series = {SemEval 2024},
year = {2024},
address = {Mexico City, Mexico},
month = {June},
pages = {}, 
doi= {} 
}

@inproceedings{ousidhoum2024semeval, 
title = "{S}em{E}val-2024 Task 1: Semantic Textual Relatedness",
author = "Ousidhoum, Nedjma and Muhammad, Shamsuddeen Hassan and Abdalla, Mohamed and Abdulmumin, Idris and
Ahmad,Ibrahim Said and Ahuja, Sanchit and Aji, Alham Fikri and Araujo, Vladimir and     Beloucif, Meriem and
De Kock, Christine and Hourrane, Oumaima and Shrivastava, Manish and Solorio, Thamar and Surange, Nirmal and
Vishnubhotla, Krishnapriya and Yimam, Seid Muhie and Mohammad, Saif M.",
booktitle = "Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)",
year = "2024",
publisher = "Association for Computational Linguistics"
}

@inproceedings{guarino1997semantic,
  title={Semantic matching: Formal ontological distinctions for information organization, extraction, and integration},
  author={Guarino, Nicola},
  booktitle={Information Extraction A Multidisciplinary Approach to an Emerging Information Technology: International Summer School, SCIE-97 Frascati, Italy, July 14--18, 1997},
  pages={139--170},
  year={1997},
  organization={Springer}
}

@inproceedings{rajpurkar2016squad,
    title = "{SQ}u{AD}: 100,000+ Questions for Machine Comprehension of Text",
    author = "Rajpurkar, Pranav  and
      Zhang, Jian  and
      Lopyrev, Konstantin  and
      Liang, Percy",
    editor = "Su, Jian  and
      Duh, Kevin  and
      Carreras, Xavier",
    booktitle = "Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2016",
    address = "Austin, Texas",
    publisher = "Association for Computational Linguistics",
    doi = "10.18653/v1/D16-1264",
    pages = "2383--2392",
}

@inproceedings{wang2018glue,
    title = "{GLUE}: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding",
    author = "Wang, Alex  and
      Singh, Amanpreet  and
      Michael, Julian  and
      Hill, Felix  and
      Levy, Omer  and
      Bowman, Samuel",
    editor = "Linzen, Tal  and
      Chrupa{\l}a, Grzegorz  and
      Alishahi, Afra",
    booktitle = "Proceedings of the 2018 {EMNLP} Workshop {B}lackbox{NLP}: Analyzing and Interpreting Neural Networks for {NLP}",
    month = nov,
    year = "2018",
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    doi = "10.18653/v1/W18-5446",
    pages = "353--355",
   
}

@article{hadj2020survey,
  title={A survey of semantic relatedness evaluation datasets and procedures},
  author={Hadj Taieb, Mohamed Ali and Zesch, Torsten and Ben Aouicha, Mohamed},
  journal={Artificial Intelligence Review},
  volume={53},
  number={6},
  pages={4407--4448},
  year={2020},
  publisher={Springer}
}

@misc{ousidhoum2024semrel2024,
title={SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 14 Languages}, 
author={Nedjma Ousidhoum and Shamsuddeen Hassan Muhammad and Mohamed Abdalla and Idris Abdulmumin and Ibrahim Said Ahmad and
Sanchit Ahuja and Alham Fikri Aji and Vladimir Araujo and Abinew Ali Ayele and Pavan Baswani and Meriem Beloucif and
Chris Biemann and Sofia Bourhim and Christine De Kock and Genet Shanko Dekebo and
Oumaima Hourrane and Gopichand Kanumolu and Lokesh Madasu and Samuel Rutunda and Manish Shrivastava and
Thamar Solorio and Nirmal Surange and Hailegnaw Getaneh Tilaye and Krishnapriya Vishnubhotla and Genta Winata and
Seid Muhie Yimam and Saif M. Mohammad},
      year={2024},
      eprint={2402.08638},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@inproceedings{wang2024semeval,
title = {SemEval-2024 Task 8: Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text Detection},
author = {Wang, Yuxia and Mansurov, Jonibek and Ivanov, Petar and Su, Jinyan and Shelmanov, Artem and Tsvigun, Akim and Whitehouse, Chenxi and Afzal, Osama Mohammed and Mahmoud, Tarek and Puccetti, Giovanni and Arnold, Thomas and Aji, Alham Fikri and Habash, Nizar and Gurevych, Iryna and Nakov, Preslav},
booktitle = {Proceedings of the 18th International Workshop on Semantic Evaluation},
series = {SemEval 2024},
year = {2024},
address = {Mexico, Mexico},
month = {June},
pages = {},
doi= {} 
}


@inproceedings{siino2024mcrock,
title = {McRock at SemEval-2024 Task 4: Mistral 7B for Multilingual Detection of Persuasion Techniques In Memes},
author = {Siino, Marco},
booktitle = {Proceedings of the 18th International Workshop on Semantic Evaluation},
series = {SemEval 2024},
year = {2024},
address = {Mexico City, Mexico},
month = {June},
pages = {}, 
doi= {} 
}

@inproceedings{siino2024badrock,
title = {BadRock at SemEval-2024 Task 8: DistilBERT to Detect Multigenerator, Multidomain and Multilingual Black-Box Machine-Generated Text},
author = {Siino, Marco},
booktitle = {Proceedings of the 18th International Workshop on Semantic Evaluation},
series = {SemEval 2024},
year = {2024},
address = {Mexico City, Mexico},
month = {June},
pages = {}, 
doi= {} 
}

@inproceedings{kim2014convolutional,
  author       = {Yoon Kim},
  editor       = {Alessandro Moschitti and
                  Bo Pang and
                  Walter Daelemans},
  title        = {Convolutional Neural Networks for Sentence Classification},
  booktitle    = {Proceedings of the 2014 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
                  {A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
  pages        = {1746--1751},
  publisher    = {{ACL}},
  year         = {2014},
  url          = {https://doi.org/10.3115/v1/d14-1181},
  doi          = {10.3115/V1/D14-1181}
}

@inproceedings{colas2006comparison,
  title={Comparison of SVM and some older classification algorithms in text classification tasks},
  author={Colas, Fabrice and Brazdil, Pavel},
  booktitle={IFIP International Conference on Artificial Intelligence in Theory and Practice},
  pages={169--178},
  year={2006},
  organization={Springer}
}

@article{giaccone2002clinical,
  title={Clinical impact of novel treatment strategies},
  author={Giaccone, Giuseppe},
  journal={Oncogene},
  volume={21},
  number={45},
  pages={6970--6981},
  year={2002},
  publisher={Nature Publishing Group}
}

@article{bastian2010seventy,
  title={Seventy-five trials and eleven systematic reviews a day: how will we ever keep up?},
  author={Bastian, Hilda and Glasziou, Paul and Chalmers, Iain},
  journal={PLoS medicine},
  volume={7},
  number={9},
  pages={e1000326},
  year={2010},
  publisher={Public Library of Science San Francisco, USA}
}

@article{raffel2020t5,
  author  = {Colin Raffel and Noam Shazeer and Adam Roberts and Katherine Lee and Sharan Narang and Michael Matena and Yanqi Zhou and Wei Li and Peter J. Liu},
  title   = {Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer},
  journal = {Journal of Machine Learning Research},
  year    = {2020},
  volume  = {21},
  number  = {140},
  pages   = {1-67},
  url     = {http://jmlr.org/papers/v21/20-074.html}
}

@inproceedings{mangione2022improving,
  author       = {Mangione, Stefano and
                  Siino, Marco and
                  Garbo, Giovanni},
  editor       = {Guglielmo Faggioli and
                  Nicola Ferro and
                  Allan Hanbury and
                  Martin Potthast},
  title        = {Improving Irony and Stereotype Spreaders Detection using Data Augmentation
                  and Convolutional Neural Network},
  booktitle    = {Proceedings of the Working Notes of {CLEF} 2022 - Conference and Labs
                  of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th,
                  2022},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3180},
  pages        = {2585--2593},
  publisher    = {CEUR-WS.org},
  year         = {2022},
  timestamp    = {Fri, 10 Mar 2023 16:23:41 +0100},
  biburl       = {https://dblp.org/rec/conf/clef/MangioneSG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
  }

@article{van2023vietnamese,
  title={Vietnamese sentiment analysis: An overview and comparative study of fine-tuning pretrained language models},
  author={Van Thin, Dang and Hao, Duong Ngoc and Nguyen, Ngan Luu-Thuy},
  journal={ACM Transactions on Asian and Low-Resource Language Information Processing},
  volume={22},
  number={6},
  pages={1--27},
  year={2023},
  publisher={ACM New York, NY}
}

@inproceedings{sun2019fine,
  title={How to fine-tune bert for text classification?},
  author={Sun, Chi and Qiu, Xipeng and Xu, Yige and Huang, Xuanjing},
  booktitle={Chinese Computational Linguistics: 18th China National Conference, CCL 2019, Kunming, China, October 18--20, 2019, Proceedings 18},
  pages={194--206},
  year={2019},
  organization={Springer}
}

@inproceedings{siino2022mcrock,
    author       = {Siino, Marco and La Cascia, Marco and Tinnirello, Ilenia},
  editor       = {Guy Emerson and
                  Natalie Schluter and
                  Gabriel Stanovsky and
                  Ritesh Kumar and
                  Alexis Palmer and
                  Nathan Schneider and
                  Siddharth Singh and
                  Shyam Ratan},
  title        = {McRock at SemEval-2022 Task 4: Patronizing and Condescending Language
                  Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNet},
  booktitle    = {Proceedings of the 16th International Workshop on Semantic Evaluation,
                  SemEval@NAACL 2022, Seattle, Washington, United States, July 14-15,
                  2022},
  pages        = {409--417},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  doi          = {10.18653/V1/2022.SEMEVAL-1.55},
  timestamp    = {Wed, 07 Dec 2022 23:13:44 +0100},
  biburl       = {https://dblp.org/rec/conf/semeval/SiinoCT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}





@inproceedings{croce2022svm,
  author       = {Croce, Daniele and
                  Garlisi, Domenico and
                  Siino, Marco},
  editor       = {Guglielmo Faggioli and
                  Nicola Ferro and
                  Allan Hanbury and
                  Martin Potthast},
  title        = {An {SVM} Ensemble Approach to Detect Irony and Stereotype Spreaders
                  on Twitter},
  booktitle    = {Proceedings of the Working Notes of {CLEF} 2022 - Conference and Labs
                  of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th,
                  2022},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3180},
  pages        = {2426--2432},
  publisher    = {CEUR-WS.org},
  year         = {2022},
  timestamp    = {Fri, 10 Mar 2023 16:23:41 +0100},
  biburl       = {https://dblp.org/rec/conf/clef/CroceGS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{perezalmendros2022semeval,
title={{SemEval-2022 Task 4: Patronizing and Condescending Language Detection}},
author={P{\'e}rez-Almendros, Carla and Espinosa-Anke, Luis and Schockaert, Steven},
booktitle={Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)},
year={2022},
publisher={Association for Computational Linguistics}
} 

@inproceedings{siino2020whosnext,
  title={WhoSNext: Recommending Twitter Users to Follow Using a Spreading Activation Network Based Approach},
  author={Siino, Marco and La Cascia, Marco and Tinnirello, Ilenia},
  booktitle={2020 International Conference on Data Mining Workshops (ICDMW)},
  pages={62--70},
  year={2020},
  organization={IEEE}
}

@article{hosseinalipour2022novel,
  title={A novel approach for spam detection using horse herd optimization algorithm},
  author={Hosseinalipour, Ali and Ghanbarzadeh, Reza},
  journal={Neural Computing and Applications},
  pages={1--15},
  year={2022},
  publisher={Springer}
}


@incollection{arpaci2021novel,
  title={A novel approach for predicting the adoption of smartwatches using machine learning algorithms},
  author={Arpaci, Ibrahim and Al-Emran, Mostafa and Al-Sharafi, Mohammed A and Shaalan, Khaled},
  booktitle={Recent advances in intelligent systems and smart applications},
  pages={185--195},
  year={2021},
  publisher={Springer}
}


@inproceedings{melamud2016role,
  title={The Role of Context Types and Dimensionality in Learning Word Embeddings},
  author={Melamud, Oren and McClosky, David and Patwardhan, Siddharth and Bansal, Mohit},
  booktitle={Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
  pages={1030--1040},
  year={2016}
}

@article{kingma2014adam,
  title={Adam: A method for stochastic optimization},
  author={Kingma, Diederik P and Ba, Jimmy},
  journal={arXiv preprint arXiv:1412.6980},
  year={2014}
}

@inproceedings{rangel2020overview,
  title={Overview of the 8th author profiling task at pan 2020: Profiling fake news spreaders on twitter},
  author={Rangel, Francisco and Giachanou, Anastasia and Ghanem, Bilal Hisham Hasan and Rosso, Paolo},
  booktitle={CEUR Workshop Proceedings},
  volume={2696},
  pages={1--18},
  year={2020},
  organization={Sun SITE Central Europe}
}


@inproceedings{kumar2018trac,
  title={TRAC-1 shared task on aggression identification: IIT (ISM)@ COLING’18},
  author={Kumar, Ritesh and Bhanodai, Guggilla and Pamula, Rajendra and Chennuru, Maheshwar Reddy},
  booktitle={Proceedings of the first workshop on trolling, aggression and cyberbullying (TRAC-2018)},
  pages={58--65},
  year={2018}
}

@article{fersini2018overview,
  title={Overview of the Task on Automatic Misogyny Identification at IberEval 2018.},
  author={Fersini, Elisabetta and Rosso, Paolo and Anzovino, Maria},
  journal={Ibereval@ sepln},
  volume={2150},
  pages={214--228},
  year={2018}
}


@inproceedings{bosco2018overview,
  title={Overview of the evalita 2018 hate speech detection task},
  author={Bosco, Cristina and Felice, Dell'Orletta and Poletto, Fabio and Sanguinetti, Manuela and Maurizio, Tesconi},
  booktitle={EVALITA 2018-Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian},
  volume={2263},
  pages={1--9},
  year={2018},
  organization={CEUR}
}


@article{yang2019xlnet,
  title={Xlnet: Generalized autoregressive pretraining for language understanding},
  author={Yang, Zhilin and Dai, Zihang and Yang, Yiming and Carbonell, Jaime and Salakhutdinov, Russ R and Le, Quoc V},
  journal={Advances in neural information processing systems},
  volume={32},
  year={2019}
}

@article{sanh2019distilbert,
  title={DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter},
  author={Sanh, Victor and Debut, Lysandre and Chaumond, Julien and Wolf, Thomas},
  journal={arXiv preprint arXiv:1910.01108},
  year={2019}
}

@article{liu2019roberta,
  title={RoBERTa: A Robustly Optimized BERT Pretraining Approach},
  author={Liu, Yinhan and Ott, Myle and Goyal, Naman and Du, Jingfei and Joshi, Mandar and Chen, Danqi and Levy, Omer and Lewis, Mike and Zettlemoyer, Luke and Stoyanov, Veselin},
  journal={arXiv preprint arXiv:1907.11692},
  year={2019}
}

@article{vaswani2017attention,
  title={Attention is all you need},
  author={Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez, Aidan N and Kaiser, {\L}ukasz and Polosukhin, Illia},
  journal={Advances in neural information processing systems},
  volume={30},
  year={2017}
}

@inproceedings{dai2019transformer,
  title={Transformer-XL: Attentive Language Models beyond a Fixed-Length Context},
  author={Dai, Zihang and Yang, Zhilin and Yang, Yiming and Carbonell, Jaime G and Le, Quoc and Salakhutdinov, Ruslan},
  booktitle={Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
  pages={2978--2988},
  year={2019}
}

@inproceedings{devlin2019bert,
  title={BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding},
  author={Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and Toutanova, Kristina},
  booktitle={Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)},
  pages={4171--4186},
  year={2019}
}

@inproceedings{helwe2021reasoning,
  author       = {Chadi Helwe and
                  Chlo{\'{e}} Clavel and
                  Fabian M. Suchanek},
  editor       = {Danqi Chen and
                  Jonathan Berant and
                  Andrew McCallum and
                  Sameer Singh},
  title        = {Reasoning with Transformer-based Models: Deep Learning, but Shallow
                  Reasoning},
  booktitle    = {3rd Conference on Automated Knowledge Base Construction, {AKBC} 2021,
                  Virtual, October 4-8, 2021},
  year         = {2021},
  url          = {https://doi.org/10.24432/C5W300},
  doi          = {10.24432/C5W300}
}

@inproceedings{jullien2023nli4ct,
  author       = {Ma{\"{e}}l Jullien and
                  Marco Valentino and
                  Hannah Frost and
                  Paul O'Regan and
                  D{\'{o}}nal Landers and
                  Andr{\'{e}} Freitas},
  editor       = {Houda Bouamor and
                  Juan Pino and
                  Kalika Bali},
  title        = {{NLI4CT:} Multi-Evidence Natural Language Inference for Clinical Trial
                  Reports},
  booktitle    = {Proceedings of the 2023 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
  pages        = {16745--16764},
  publisher    = {Association for Computational Linguistics},
  year         = {2023}
}

@inproceedings{siino2023profiling,
  author       = {Marco Siino and
                  Maurizio Tesconi and
                  Ilenia Tinnirello},
  editor       = {Mohammad Aliannejadi and
                  Guglielmo Faggioli and
                  Nicola Ferro and
                  Michalis Vlachos},
  title        = {Profiling Cryptocurrency Influencers with Few-Shot Learning Using
                  Data Augmentation and {ELECTRA}},
  booktitle    = {Working Notes of the Conference and Labs of the Evaluation Forum {(CLEF}
                  2023), Thessaloniki, Greece, September 18th to 21st, 2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3497},
  pages        = {2772--2781},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  url          = {https://ceur-ws.org/Vol-3497/paper-232.pdf},
  timestamp    = {Wed, 25 Oct 2023 17:24:28 +0200},
  biburl       = {https://dblp.org/rec/conf/clef/SiinoTT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{maia2024transformers,
title = {Transformers, convolutional neural networks, and few-shot learning for classification of histopathological images of oral cancer},
journal = {Expert Systems with Applications},
volume = {241},
pages = {122418},
year = {2024},
issn = {0957-4174},
doi = {https://doi.org/10.1016/j.eswa.2023.122418},
author = {Beatriz Matias Santana Maia and Maria Clara Falcão {Ribeiro de Assis} and Leandro Muniz {de Lima} and Matheus Becali Rocha and Humberto Giuri Calente and Maria Luiza Armini Correa and Danielle Resende Camisasca and Renato Antonio Krohling},
}


@conference{tapia2020data,
author="Tapia-T{\'e}llez, Jos{\'e} Medardo
and Escalante, Hugo Jair",
editor="Mart{\'i}nez-Villase{\~{n}}or, Lourdes
and Herrera-Alc{\'a}ntara, Oscar
and Ponce, Hiram
and Castro-Espinoza, F{\'e}lix A.",
title="Data Augmentation with Transformers for Text Classification",
booktitle="Advances in Computational Intelligence",
year="2020",
publisher="Springer International Publishing",
address="Cham",
pages="247--259",
isbn="978-3-030-60887-3"
}


@inproceedings{muftie2023indobert,
	author = {Muftie, Fuad and Haris, Muhammad},
	title = {IndoBERT Based Data Augmentation for Indonesian Text Classification},
	year = {2023},
	booktitle = {2023 International Conference on Information Technology Research and Innovation, ICITRI 2023},
	pages = {128 – 132},
	doi = {10.1109/ICITRI59340.2023.10250061}
}

@article{meng2024hierarchical,
	author = {Meng, Zong and Zhang, Zhaohui and Guan, Yang and Li, Jimeng and Cao, Lixiao and Zhu, Meng and Fan, Jingjing and Fan, Fengjie},
	title = {A hierarchical transformer-based adaptive metric and joint-learning network for few-shot rolling bearing fault diagnosis},
	year = {2024},
	journal = {Measurement Science and Technology},
	volume = {35},
	number = {3},
	doi = {10.1088/1361-6501/ad11e9}
}

@inproceedings{jullien-etal-2024-semeval,
    title = "{S}em{E}val-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials",
    author = {Jullien, Ma{\"e}l  and
      Valentino, Marco  and
      Freitas, Andr{\'e}},
    booktitle = "Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)",
    year = "2024",
    publisher = "Association for Computational Linguistics",
}

@inproceedings{jullien-etal-2023-semeval,
    title = "{S}em{E}val-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data",
    author = {Jullien, Ma{\"e}l  and
      Valentino, Marco  and
      Frost, Hannah  and
      O{'}regan, Paul  and
      Landers, Donal  and
      Freitas, Andr{\'e}},
    editor = {Ojha, Atul Kr.  and
      Do{\u{g}}ru{\"o}z, A. Seza  and
      Da San Martino, Giovanni  and
      Tayyar Madabushi, Harish  and
      Kumar, Ritesh  and
      Sartori, Elisa},
    booktitle = "Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.semeval-1.307",
    doi = "10.18653/v1/2023.semeval-1.307",
    pages = "2216--2226"
}


@article{wang2023few,
  author       = {Xixi Wang and
                  Xiao Wang and
                  Bo Jiang and
                  Bin Luo},
  title        = {Few-Shot Learning Meets Transformer: Unified Query-Support Transformers
                  for Few-Shot Classification},
  journal      = {{IEEE} Transactions on Circuits and Systems for Video Technology},
  volume       = {33},
  number       = {12},
  pages        = {7789--7802},
  year         = {2023},
  url          = {https://doi.org/10.1109/TCSVT.2023.3282777},
  doi          = {10.1109/TCSVT.2023.3282777},
  timestamp    = {Sat, 13 Jan 2024 17:36:15 +0100},
  biburl       = {https://dblp.org/rec/journals/tcsv/WangWJL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}


@inproceedings{siino2023xlnet,
  author       = {Marco Siino and
                  Ilenia Tinnirello},
  editor       = {Mohammad Aliannejadi and
                  Guglielmo Faggioli and
                  Nicola Ferro and
                  Michalis Vlachos},
  title        = {XLNet with Data Augmentation to Profile Cryptocurrency Influencers},
  booktitle    = {Working Notes of the Conference and Labs of the Evaluation Forum {(CLEF}
                  2023), Thessaloniki, Greece, September 18th to 21st, 2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3497},
  pages        = {2763--2771},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  url          = {https://ceur-ws.org/Vol-3497/paper-231.pdf},
  timestamp    = {Wed, 25 Oct 2023 17:24:28 +0200},
  biburl       = {https://dblp.org/rec/conf/clef/SiinoT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{sutton2020overview,
  author       = {Reed T. Sutton and
                  David Pincock and
                  Daniel C. Baumgart and
                  Daniel C. Sadowski and
                  Richard N. Fedorak and
                  Karen I. Kroeker},
  title        = {An overview of clinical decision support systems: benefits, risks,
                  and strategies for success},
  journal      = {npj Digit. Medicine},
  volume       = {3},
  year         = {2020},
  url          = {https://doi.org/10.1038/s41746-020-0221-y},
  doi          = {10.1038/S41746-020-0221-Y}
}

@inproceedings{perez2020don,
  title={Don’t Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable Communities},
  author={P{\'e}rez-Almendros, Carla and Anke, Luis Espinosa and Schockaert, Steven},
  booktitle={Proceedings of the 28th International Conference on Computational Linguistics},
  pages={5891--5902},
  year={2020}
}


