@software{arthur_weights_2026,
  author       = {Arthur, Troy and Kelley, Aidan and Reschke, Sierra},
  title        = {{NLPGroup8 at SemEval-2026 Task 2: Model Weights}},
  month        = feb,
  year         = 2026,
  publisher    = {Zenodo},
  version      = {v1.0.0},
  doi          = {10.5281/zenodo.18778021},
  url          = {https://doi.org/10.5281/zenodo.18778021}
}

@inproceedings{soni-etal-2026-semeval,
  title = "{S}em{E}val-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays",
  author = "Soni, Nikita and
            Schwartz, H. Andrew and
            Boyd, Ryan L. and
            Bui, Phi Long and
            Mahwish, Syeda and
            Nilsson, August H{\aa}kan and
            Ganesan, Adithya V and
            Ungar, Lyle and
            Balasubramanian, Niranjan and
            Mohammad, Saif M.",
  booktitle = "Proceedings of the 20th International Workshop on Semantic Evaluation (SemEval-2026)",
  year = "2026",
  publisher = "Association for Computational Linguistics"
}

@inproceedings{loshchilov2019decoupled,
  title={Decoupled Weight Decay Regularization},
  author={Loshchilov, Ilya and Hutter, Frank},
  booktitle={ICLR},
  year={2019},
  url={https://openreview.net/forum?id=Bkg6RiCqY7},
  doi={10.48550/arXiv.1711.05101}
}

@inproceedings{yang-etal-2016-hierarchical,
    title = "Hierarchical Attention Networks for Document Classification",
    author = "Yang, Zichao  and
      Yang, Diyi  and
      Dyer, Chris  and
      He, Xiaodong  and
      Smola, Alex  and
      Hovy, Eduard",
    booktitle = "Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
    month = jun,
    year = "2016",
    address = "San Diego, California",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/N16-1174",
    doi = "10.18653/v1/N16-1174",
    pages = "1480--1489",
}

@inproceedings{Pappagari2019_ASRU,
  author    = {Pappagari, Raghavendra and \.{Z}elasko, Piotr and Villalba, Jes\'{u}s and Carmiel, Yishay and Dehak, Najim},
  title     = {Hierarchical Transformers for Long Document Classification},
  booktitle = {2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)},
  year      = {2019},
  pages     = {838--844},
  doi       = {10.1109/ASRU46091.2019.9003958}
}

@article{liu2019roberta,
    title={RoBERTa: A Robustly Optimized BERT Pretraining Approach},
    author={Yinhan Liu and Myle Ott and Naman Goyal and Jingfei Du and Mandar Joshi and Danqi Chen and Omer Levy and Mike Lewis and Luke Zettlemoyer and Veselin Stoyanov},
    journal={arXiv preprint arXiv:1907.11692},
    year={2019},
    doi={10.48550/arXiv.1907.11692}
}

@inproceedings{wolf-etal-2020-transformers,
    title = "Transformers: State-of-the-Art Natural Language Processing",
    author = "Wolf, Thomas  and
      Debut, Lysandre  and
      Sanh, Victor  and
      Chaumond, Julien  and
      Delangue, Clement  and
      Moi, Anthony  and
      Cistac, Pierric  and
      Rault, Tim  and
      Louf, Remi  and
      Funtowicz, Morgan  and
      Davison, Joe  and
      Shleifer, Sam  and
      von Platen, Patrick  and
      Ma, Clara  and
      Jernite, Yacine  and
      Plu, Julien  and
      Xu, Canwen  and
      Le Scao, Teven  and
      Gugger, Sylvain  and
      Drame, Mariama  and
      Lhoest, Quentin  and
      Rush, Alexander",
    booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = oct,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.emnlp-demos.6",
    doi = "10.18653/v1/2020.emnlp-demos.6",
    pages = "38--45",
}




@inproceedings{durrant_diversity-aware_2020,
    title = {A {Diversity}-aware {Model} for {Majority} {Vote} {Ensemble} {Accuracy}},
    author = {Durrant, Bob and Lim, Nick},
    booktitle = {Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics},
    pages = {4078--4087},
    year = {2020},
    publisher = {PMLR},
    url = {https://proceedings.mlr.press/v108/durrant20a.html},
    month = jun
}
@article{shi_deep_2023,
    title = {Deep {Neural} {Networks} for {Rank}-{Consistent} {Ordinal} {Regression} {Based} {On} {Conditional} {Probabilities}},
    author = {Shi, Xintong and Cao, Wenzhi and Raschka, Sebastian},
    journal = {Pattern Analysis and Applications},
    volume = {26},
    number = {3},
    pages = {941--955},
    year = {2023},
    month = aug,
    doi = {10.1007/s10044-023-01181-9},
    url = {http://arxiv.org/abs/2111.08851}
}

@article{kamateri,
author = {Kamateri, Eleni and Salampasis, Mike},
year = {2025},
month = {01},
pages = {85},
title = {An Ensemble Framework for Text Classification},
volume = {16},
journal = {Information},
doi = {10.3390/info16020085}
}
