@article{montenegro2023introducing,
  title={Introducing multi-dimensional hierarchical classification: Characterization, solving strategies and performance measures},
  author={Montenegro, C and Santana, R and Lozano, JA},
  journal={Neurocomputing},
  volume={533},
  pages={141--160},
  year={2023},
  publisher={Elsevier}
}
@article{alfaro2023multi,
  title={Multi-dimensional Bayesian network classifiers for partial label ranking},
  author={Alfaro, Juan C and Aledo, Juan A and G{\'a}mez, Jos{\'e} A},
  journal={International Journal of Approximate Reasoning},
  pages={108950},
  year={2023},
  publisher={Elsevier}
}
@article{bielza2011multi,
  title={Multi-dimensional classification with Bayesian networks},
  journal={International Journal of Approximate Reasoning},
  volume={52},
  number={6},
  pages={705--727},
  year={2011},
  publisher={Elsevier}
}
@inproceedings{naik2013classifying,
  title={Classifying documents within multiple hierarchical datasets using multi-task learning},
  author={Naik, Azad and Charuvaka, Anveshi and Rangwala, Huzefa},
  booktitle={2013 IEEE 25th International Conference on Tools with Artificial Intelligence},
  pages={390--397},
  year={2013},
  organization={IEEE}
}
@article{silla2011survey,
  title={A survey of hierarchical classification across different application domains},
  author={Silla, Carlos N and Freitas, Alex A},
  journal={Data mining and knowledge discovery},
  volume={22},
  pages={31--72},
  year={2011},
  publisher={Springer}
}
@article{read2013multi,
  title={Multi-dimensional classification with super-classes},
  author={Read, Jesse and Bielza, Concha and Larra{\~n}aga, Pedro},
  journal={IEEE Transactions on knowledge and data engineering},
  volume={26},
  number={7},
  pages={1720--1733},
  year={2013},
  publisher={IEEE}
}
@article{van2006multi,
  title={Multi-dimensional Bayesian network classifiers},
  author={Van Der Gaag, Linda C and De Waal, Peter R and others},
  year={2006},
  publisher={UU WINFI Informatica}
}
@article{tsoumakas2007multi,
  title={Multi-label classification: An overview},
  author={Tsoumakas, Grigorios and Katakis, Ioannis},
  journal={International Journal of Data Warehousing and Mining (IJDWM)},
  volume={3},
  number={3},
  pages={1--13},
  year={2007},
  publisher={IGI Global}
}
@inproceedings{koller1997hierarchically,
  title={Hierarchically classifying documents using very few words},
  author={Koller, Daphne and Sahami, Mehran},
  booktitle={ICML},
  volume={97},
  pages={170--178},
  year={1997}
}
@article{montenegro2019dialogue,
  title={A dialogue-act taxonomy for a virtual coach designed to improve the life of elderly},
  author={Montenegro, C{\'e}sar and L{\'o}pez Zorrilla, Asier and Mikel Olaso, Javier and Santana, Roberto and Justo, Raquel and Lozano, Jose A and Torres, Mar{\'\i}a In{\'e}s},
  journal={Multimodal Technologies and Interaction},
  volume={3},
  number={3},
  pages={52},
  year={2019},
  publisher={MDPI}
}
@article{DBLP:journals/corr/abs-1911-02116,
  author    = {Alexis Conneau and
               Kartikay Khandelwal and
               Naman Goyal and
               Vishrav Chaudhary and
               Guillaume Wenzek and
               Francisco Guzm{\'{a}}n and
               Edouard Grave and
               Myle Ott and
               Luke Zettlemoyer and
               Veselin Stoyanov},
  title     = {Unsupervised Cross-lingual Representation Learning at Scale},
  journal   = {CoRR},
  volume    = {abs/1911.02116},
  year      = {2019},
  url       = {http://arxiv.org/abs/1911.02116},
  eprinttype = {arXiv},
  eprint    = {1911.02116},
  timestamp = {Mon, 11 Nov 2019 18:38:09 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1911-02116.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{radford2021learning,
  title={Learning transferable visual models from natural language supervision},
  author={Radford, Alec and Kim, Jong Wook and Hallacy, Chris and Ramesh, Aditya and Goh, Gabriel and Agarwal, Sandhini and Sastry, Girish and Askell, Amanda and Mishkin, Pamela and Clark, Jack and others},
  booktitle={International conference on machine learning},
  pages={8748--8763},
  year={2021},
  organization={PMLR}
}
@inproceedings{kumar-nandakumar-2022-hate,
    title = "Hate-{CLIP}per: Multimodal Hateful Meme Classification based on Cross-modal Interaction of {CLIP} Features",
    author = "Kumar, Gokul Karthik  and
      Nandakumar, Karthik",
    booktitle = "Proceedings of the Second Workshop on NLP for Positive Impact (NLP4PI)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2022.nlp4pi-1.20",
    pages = "171--183",
}
@article{wolpert1992stacked,
  title={Stacked generalization},
  author={Wolpert, David H},
  journal={Neural networks},
  volume={5},
  number={2},
  pages={241--259},
  year={1992},
  publisher={Elsevier}
}
@article{lakoff1982persuasive,
  title={Persuasive discourse and ordinary conversation, with examples from advertising},
  author={Lakoff, Robin Tolmach},
  journal={Analyzing discourse: Text and talk},
  pages={25--42},
  year={1982},
  publisher={Georgetown, Georgetown University Press}
}

@inproceedings{bi2011multi,
  title={Multi-label classification on tree-and dag-structured hierarchies},
  author={Bi, Wei and Kwok, James T},
  booktitle={Proceedings of the 28th International Conference on Machine Learning (ICML-11)},
  pages={17--24},
  year={2011}
}

@inproceedings{ramirez2014multi,
  title={Multi-label classification for tree and directed acyclic graphs hierarchies},
  author={Ram{\'\i}rez-Corona, Mallinali and Sucar, L Enrique and Morales, Eduardo F},
  booktitle={Probabilistic Graphical Models: 7th European Workshop, PGM 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings 7},
  pages={409--425},
  year={2014},
  organization={Springer}
}

@article{zhang2017hierarchical,
  title={Hierarchical multi-label classification using fully associative ensemble learning},
  author={Zhang, Lingfeng and Shah, Shishir K and Kakadiaris, Ioannis A},
  journal={Pattern Recognition},
  volume={70},
  pages={89--103},
  year={2017},
  publisher={Elsevier}
}
@inproceedings{wu2020distribution,
  title={Distribution-balanced loss for multi-label classification in long-tailed datasets},
  author={Wu, Tong and Huang, Qingqiu and Liu, Ziwei and Wang, Yu and Lin, Dahua},
  booktitle={Computer Vision--ECCV 2020: 16th European Conference, Glasgow, UK, August 23--28, 2020, Proceedings, Part IV 16},
  pages={162--178},
  year={2020},
  organization={Springer}
}
@article{kiela2020hateful,
  title={The hateful memes challenge: Detecting hate speech in multimodal memes},
  author={Kiela, Douwe and Firooz, Hamed and Mohan, Aravind and Goswami, Vedanuj and Singh, Amanpreet and Ringshia, Pratik and Testuggine, Davide},
  journal={Advances in neural information processing systems},
  volume={33},
  pages={2611--2624},
  year={2020}
}
@article{lakoff1982persuasive,
  title={Persuasive discourse and ordinary conversation, with examples from advertising},
  author={Lakoff, Robin Tolmach},
  journal={Analyzing discourse: Text and talk},
  pages={25--42},
  year={1982},
  publisher={Georgetown, Georgetown University Press}
}

@article{semeval2024,
  title={Semeval-2024 task 4:Multilingual detection of persuasion techniques in memes.},
  author={Dimitrov, Dimitar and Martino, Giovanni Da San and Nakov, Preslav and Alam, Firoj and Hasanain, Maram and Hasnat, Abul and Silvestri, Fabrizio},
  journal={In Proceedings of the 18th International Workshop on Semantic Evaluation}, 
  year={2024},
  publisher={SemEval 2024}
}