@inproceedings{FinMMEval2026,
  title = {Overview of {FinMMEval} 2026: Multilingual and Multimodal Financial Evaluation},
  author = {Xie, Zhuohan and Dai, Yuyang and Elbadry, Rania and Jani, Vanshikaa and Peng, Xueqing and Qian, Lingfei and Georgiev, Georgi and Dimitrov, Dimitar and Zhang, Fan and Huang, Jimin and Geng, Jiahui and Chen, Yankai and Yuan, Ye and Wu, Haolun and Wang, Yuxia and Koychev, Ivan and Stoyanov, Veselin and Song, Mingzi and Chen, Yu and Liu, Xue and Nakov, Preslav},
  booktitle = {Experimental IR Meets Multilinguality, Multimodality, and Interaction},
  series = {Lecture Notes in Computer Science},
  year = {2026},
  month = {September},
  pages = {427--441},
  doi = {10.1007/978-3-032-39150-6_27},
  url = {https://doi.org/10.1007/978-3-032-39150-6_27},
  publisher = {Springer},
}

@inproceedings{FinMMEvalTask1Overview2026,
  title = {Overview of {FinMMEval} 2026 Task 1: Multilingual Financial Multiple-Choice Question Answering},
  author = {Zhuohan Xie and Yuyang Dai and Rania Elbadry and Vanshikaa Jani and Georgi Georgiev and Dimitar Dimitrov and Fan Zhang and Xueqing Peng and Lingfei Qian and Jimin Huang and Jiahui Geng and Yankai Chen and Ye Yuan and Haolun Wu and Yuxia Wang and Ivan Koychev and Veselin Stoyanov and Mingzi Song and Yu Chen and Xue Liu and Preslav Nakov},
  booktitle = {CLEF 2026 Working Notes},
  series = {CEUR Workshop Proceedings},
  year = {2026},
  month = {September},
  pages = {2524--2532},
  volume = {4283},
  url = {https://ceur-ws.org/Vol-4283/paper184.pdf},
  publisher = {CEUR-WS.org},
}

@inproceedings{FinMMEvalTask2Overview2026,
  title = {Overview of {FinMMEval} 2026 Task 2: Multilingual Financial Short-Answer Question Answering},
  author = {Zhuohan Xie and Xueqing Peng and Georgi Georgiev and Dimitar Dimitrov and Yuyang Dai and Rania Elbadry and Vanshikaa Jani and Lingfei Qian and Fan Zhang and Jimin Huang and Jiahui Geng and Yankai Chen and Ye Yuan and Haolun Wu and Yuxia Wang and Ivan Koychev and Veselin Stoyanov and Mingzi Song and Yu Chen and Xue Liu and Preslav Nakov},
  booktitle = {CLEF 2026 Working Notes},
  series = {CEUR Workshop Proceedings},
  year = {2026},
  month = {September},
  pages = {2533--2541},
  volume = {4283},
  url = {https://ceur-ws.org/Vol-4283/paper185.pdf},
  publisher = {CEUR-WS.org},
}

@inproceedings{FinMMEvalTask3Overview2026,
  title = {Overview of {FinMMEval} 2026 Task 3: Live Financial Decision-Making Agents},
  author = {Zhuohan Xie and Lingfei Qian and Georgi Georgiev and Dimitar Dimitrov and Yuyang Dai and Rania Elbadry and Vanshikaa Jani and Xueqing Peng and Fan Zhang and Jimin Huang and Jiahui Geng and Yankai Chen and Ye Yuan and Haolun Wu and Yuxia Wang and Ivan Koychev and Veselin Stoyanov and Mingzi Song and Yu Chen and Xue Liu and Preslav Nakov},
  booktitle = {CLEF 2026 Working Notes},
  series = {CEUR Workshop Proceedings},
  year = {2026},
  month = {September},
  pages = {2542--2552},
  volume = {4283},
  url = {https://ceur-ws.org/Vol-4283/paper186.pdf},
  publisher = {CEUR-WS.org},
}