@inproceedings{semeval2026-task-5,
	
	title = "{S}em{E}val-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding",
	
	author = "Gehring, Janosch and Meyer, Selina and Roth, Michael",
	
	booktitle = "Proceedings of the 20th International Workshop on Semantic Evaluation",
	
	month = jul,
	
	year = "2026",
	
	address = "San Diego, California",
	
	publisher = "Association for Computational Linguistics"
	
}
@article{navigli2009word,
	title={Word sense disambiguation: A survey},
	author={Navigli, Roberto},
	journal={ACM computing surveys (CSUR)},
	volume={41},
	number={2},
	pages={1--69},
	year={2009},
	publisher={ACM New York, NY, USA}
}
@inproceedings{sumanathilaka2024can,
	title={Can llms assist with ambiguity? a quantitative evaluation of various large language models on word sense disambiguation},
	author={Sumanathilaka, Deshan Koshala and Micallef, Nicholas and Hough, Julian},
	booktitle={Proceedings of the First International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security},
	pages={97--108},
	year={2024}
}
@article{kaskov2025doubling,
	title={Un-Doubling Diffusion: LLM-guided Disambiguation of Homonym Duplication},
	author={Kaskov, Evgeny and Petrova, Elizaveta and Surovtsev, Petr and Kostikova, Anna and Mistiurin, Ilya and Kapitanov, Alexander and Nagaev, Alexander},
	journal={arXiv preprint arXiv:2509.21262},
	year={2025}
}
@inproceedings{keluskar2024llms,
	title={Do llms understand ambiguity in text? a case study in open-world question answering},
	author={Keluskar, Aryan and Bhattacharjee, Amrita and Liu, Huan},
	booktitle={2024 IEEE International Conference on Big Data (BigData)},
	pages={7485--7490},
	year={2024},
	organization={IEEE}
}
@article{tang2023ranking,
	title={Ranking-based contrastive loss for recommendation systems},
	author={Tang, Hao and Zhao, Guoshuai and He, Yujiao and Wu, Yuxia and Qian, Xueming},
	journal={Knowledge-Based Systems},
	volume={261},
	pages={110180},
	year={2023},
	publisher={Elsevier}
}
@article{setitra2025leveraging,
	title={Leveraging ensemble deep models and llm for visual polysemy and word sense disambiguation},
	author={Setitra, Insaf and Rajapaksha, Praboda and Myat, Aung Kaung and Crespi, Noel},
	journal={Multimedia Tools and Applications},
	pages={1--33},
	year={2025},
	publisher={Springer}
}
@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}
}
@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{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}
}
@inproceedings{kim2025detecting,
	title={Detecting LLM Hallucination Through Layer-wise Information Deficiency Analysis of Ambiguous Prompts and Unanswerable Questions},
	author={Kim, Hazel and Lamb, Tom A. and Bibi, Adel and Torr, Philip and Gal, Yarin},
	booktitle={Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing},
	pages={32310--32322},
	year={2025},
	organization={Association for Computational Linguistics}
}
@inproceedings{zhang2024la,
	title={LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification},
	author={Zhang, Jing and Gao, Hui and Zhang, Peng and Feng, Boda and Deng, Wenmin and Hou, Yuexian},
	booktitle={Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)},
	pages={10198--10207},
	year={2024},
	address={Torino, Italia},
	publisher={ELRA and ICCL}
}

@article{xu2025distinguishing,
	title={Distinguishing LLM-Generated from Human-Written Code by Contrastive Learning},
	author={Xu, Xiaodan and Ni, Chao and Guo, Xinrong and Liu, Shaoxuan and Wang, Xiaoya and Liu, Kui and Yang, Xiaohu},
	journal={ACM Transactions on Software Engineering and Methodology},
	volume={34},
	number={4},
	pages={1--31},
	year={2025},
	publisher={ACM New York, NY}
}
@article{hu2024comprehensive,
	title={A comprehensive survey on contrastive learning},
	author={Hu, Haigen and Wang, Xiaoyuan and Zhang, Yan and Chen, Qi and Guan, Qiu},
	journal={Neurocomputing},
	pages={128645},
	year={2024},
	publisher={Elsevier}
}