% 任务论文
@inproceedings{yu-etal-2026-semeval,
	title        = {{S}em{E}val-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis ({D}im{ABSA})},
	author       = {Yu, Liang-Chih  and Becker, Jonas and Muhammad, Shamsuddeen Hassan and Abdulmumin, Idris and Lee, Lung-Hao and Lin, Ying-Lung and Wang, Jin and Wahle, Jan Philip and Ruas, Terry and Panchenko, Alexander and Alimova, Ilseyar and Chang, Kai-Wei and Wanzare, Lilian and Odhiambo, Nelson and Gipp, Bela and Mohammad, Saif M.},
	year         = 2026,
	month        = jun,
	booktitle    = {Proceedings of the 20th International Workshop on Semantic Evaluation (SemEval-2026)},
	publisher    = {Association for Computational Linguistics}
}

% Track A 数据集论文
@misc{lee2026dimabsabuildingmultilingualmultidomain,
      title={DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis}, 
      author={Lung-Hao Lee and Liang-Chih Yu and Natalia Loukashevich and Ilseyar Alimova and Alexander Panchenko and Tzu-Mi Lin and Zhe-Yu Xu and Jian-Yu Zhou and Guangmin Zheng and Jin Wang and Sharanya Awasthi and Jonas Becker and Jan Philip Wahle and Terry Ruas and Shamsuddeen Hassan Muhammad and Saif M. Mohammed},
      year={2026},
      eprint={2601.23022},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2601.23022}, 
}

% Track B 数据集论文
@misc{becker2026dimstancemultilingualdatasetsdimensional,
      title={DimStance: Multilingual Datasets for Dimensional Stance Analysis}, 
      author={Jonas Becker and Liang-Chih Yu and Shamsuddeen Hassan Muhammad and Jan Philip Wahle and Terry Ruas and Idris Abdulmumin and Lung-Hao Lee and Wen-Ni Liu and Tzu-Mi Lin and Zhe-Yu Xu and Ying-Lung Lin and Jin Wang and Maryam Ibrahim Mukhtar and Bela Gipp and Saif M. Mohammed},
      year={2026},
      eprint={2601.21483},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2601.21483}, 
}

% 情感分析分类任务
@inproceedings{pontiki-etal-2016-semeval,
    title = "{S}em{E}val-2016 Task 5: Aspect Based Sentiment Analysis",
    author = {Pontiki, Maria  and
      Galanis, Dimitris  and
      Papageorgiou, Haris  and
      Androutsopoulos, Ion  and
      Manandhar, Suresh  and
      AL-Smadi, Mohammad  and
      Al-Ayyoub, Mahmoud  and
      Zhao, Yanyan  and
      Qin, Bing  and
      De Clercq, Orph{\'e}e  and
      Hoste, V{\'e}ronique  and
      Apidianaki, Marianna  and
      Tannier, Xavier  and
      Loukachevitch, Natalia  and
      Kotelnikov, Evgeniy  and
      Bel, Nuria  and
      Jim{\'e}nez-Zafra, Salud Mar{\'i}a  and
      Eryi{\u{g}}it, G{\"u}l{\c{s}}en},
    editor = "Bethard, Steven  and
      Carpuat, Marine  and
      Cer, Daniel  and
      Jurgens, David  and
      Nakov, Preslav  and
      Zesch, Torsten",
    booktitle = "Proceedings of the 10th International Workshop on Semantic Evaluation ({S}em{E}val-2016)",
    month = jun,
    year = "2016",
    address = "San Diego, California",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/S16-1002/",
    doi = "10.18653/v1/S16-1002",
    pages = "19--30"
}

% 环形情感理论
@article{russell1980circumplex,
  title={A circumplex model of affect},
  author={Russell and James A.},
  journal={Journal of Personality and Social Psychology},
  volume={39},
  number={6},
  pages={1161--1178},
  year={1980},
  publisher={American Psychological Association},
  doi={10.1037/h0077714}
}

% 使用 CNN-LSTM 预测 VA
@inproceedings{wang2016dimensional,
  title={Dimensional sentiment analysis using a regional CNN-LSTM model},
  author={Wang, Jin and Yu, Liang-Chih and Lai, K Robert and Zhang, Xuejie},
  booktitle={Proceedings of the 54th annual meeting of the association for computational linguistics (volume 2: Short papers)},
  pages={225--230},
  year={2016}
}

% Transformer 架构预测 VA
@inproceedings{mendes2023quantifying,
  title={Quantifying valence and arousal in text with multilingual pre-trained transformers},
  author={Mendes, Gon{\c{c}}alo Azevedo and Martins, Bruno},
  booktitle={European Conference on Information Retrieval},
  pages={84--100},
  year={2023},
  organization={Springer}
}

% BERT
@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}
}

% XLM-RoBERTa
@inproceedings{conneau2020unsupervised,
  title={Unsupervised cross-lingual representation learning at scale},
  author={Conneau, Alexis and Khandelwal, Kartikay and Goyal, Naman and Chaudhary, Vishrav and Wenzek, Guillaume and Guzm{\'a}n, Francisco and Grave, Edouard and Ott, Myle and Zettlemoyer, Luke and Stoyanov, Veselin},
  booktitle={Proceedings of the 58th annual meeting of the association for computational linguistics},
  pages={8440--8451},
  year={2020}
}

@article{lauscher2020zero,
  title={From zero to hero: On the limitations of zero-shot cross-lingual transfer with multilingual transformers},
  author={Lauscher, Anne and Ravishankar, Vinit and Vuli{\'c}, Ivan and Glava{\v{s}}, Goran},
  journal={arXiv preprint arXiv:2005.00633},
  year={2020}
}

% Afro-XLMR
@inproceedings{alabi2022adapting,
  title={Adapting pre-trained language models to African languages via multilingual adaptive fine-tuning},
  author={Alabi, Jesujoba and Adelani, David Ifeoluwa and Mosbach, Marius and Klakow, Dietrich},
  booktitle={Proceedings of the 29th international conference on computational linguistics},
  pages={4336--4349},
  year={2022}
}

% DeBERTa
@article{he2020deberta,
  title={Deberta: Decoding-enhanced bert with disentangled attention},
  author={He, Pengcheng and Liu, Xiaodong and Gao, Jianfeng and Chen, Weizhu},
  journal={arXiv preprint arXiv:2006.03654},
  year={2020}
}
