
@inproceedings{laato2025extractingsocialconnectionsfinnish,
   title = "Extracting social connections from {F}innish {K}arelian refugee interviews using {LLMs}",
   author = {Laato, Joonatan and Kanerva, Jenna and Loehr, John and Lummaa, Virpi and Ginter, Filip},
   booktitle={Proceedings of Fifth Conference on Computational Humanities Research (CHR'2024)},
   url={https://ceur-ws.org/Vol-3834/paper52.pdf},
   year={2024}
}

%checked, ok
@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},
  pages        = {4171--4186},
  year         = {2019},
  doi          = {10.18653/v1/N19-1423},
  url          = {https://aclanthology.org/N19-1423/}
}

%checked, corrected journal name
@article{loehr2017newly,
  title={Newly Digitized Database Reveals the Lives and Families of Forced Migrants from {Finnish} {K}arelia},
  author={John {Loehr} and Robert {Lynch} and Johanna {Mappes} and Tuomas {Salmi} and Jenni {Pettay} and Virpi {Lummaa}},
  journal={{Nordic} Yearbook of Population Research},
  volume={52},
  pages={59--70},
  year={2017}
}

%checked, replaced arxiv with proper citation
@inproceedings{tabatabaei2024hmc,
    title = "Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?",
    author = "Tabatabaei, Seyed Amin  and
      Fancher, Sarah  and
      Parsons, Michael  and
      Askari, Arian",
    editor = "Rambow, Owen  and
      Wanner, Leo  and
      Apidianaki, Marianna  and
      Al-Khalifa, Hend  and
      Eugenio, Barbara Di  and
      Schockaert, Steven  and
      Darwish, Kareem  and
      Agarwal, Apoorv",
    booktitle = "Proceedings of the 31st International Conference on Computational Linguistics: Industry Track",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.coling-industry.14/",
    pages = "163--174"
}

%checked
@inproceedings{mikolov2013efficient,
  title={Efficient Estimation of Word Representations in Vector Space},
  author={Mikolov, Tomas and Chen, Kai and Corrado, Greg and Dean, Jeffrey},
  booktitle={Proceedings of ICLR'13},
  year={2013}
}

%checked, corrected pubtype etc
@article{bojanowski2017fasttext,
    title = "Enriching Word Vectors with Subword Information",
    author = "Bojanowski, Piotr  and
      Grave, Edouard  and
      Joulin, Armand  and
      Mikolov, Tomas",
    editor = "Lee, Lillian  and
      Johnson, Mark  and
      Toutanova, Kristina",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "5",
    year = "2017",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://aclanthology.org/Q17-1010/",
    doi = "10.1162/tacl_a_00051",
    pages = "135--146"
}

%checked, replaced with official to be sure
@inproceedings{baroni2014don,
    title = "Don{'}t count, predict! {A} systematic comparison of context-counting vs. context-predicting semantic vectors",
    author = "Baroni, Marco  and
      Dinu, Georgiana  and
      Kruszewski, Germ{\'a}n",
    editor = "Toutanova, Kristina  and
      Wu, Hua",
    booktitle = "Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
    month = jun,
    year = "2014",
    address = "Baltimore, Maryland",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/P14-1023/",
    doi = "10.3115/v1/P14-1023",
    pages = "238--247"
}

%replaced arxiv by correct citation, also had wrong pubtype
@inproceedings{zhou2022large,
title={Large Language Models are Human-Level Prompt Engineers},
author={Yongchao Zhou and Andrei Ioan Muresanu and Ziwen Han and Keiran Paster and Silviu Pitis and Harris Chan and Jimmy Ba},
booktitle={Proceedings of The Eleventh International Conference on Learning Representations },
year={2023},
url={https://openreview.net/forum?id=92gvk82DE-}
}

%checked ok
@inproceedings{yang2024largelanguagemodelsoptimizers,
title={Large Language Models as Optimizers},
author={Chengrun Yang and Xuezhi Wang and Yifeng Lu and Hanxiao Liu and Quoc V Le and Denny Zhou and Xinyun Chen},
booktitle={Proceedings of The Twelfth International Conference on Learning Representations},
year={2024},
url={https://openreview.net/forum?id=Bb4VGOWELI}
}

%checked, corrected pubtype, replaced with official bib
@misc{huang2024textclustering,
     title={Text Clustering as Classification with {LLMs}}, 
      author={Chen Huang and Guoxiu He},
      year={2025},
      eprint={2410.00927},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2410.00927}, 
}

% checked was ok
@article{viswanathan2024large,
    title = "Large Language Models Enable Few-Shot Clustering",
    author = "Viswanathan, Vijay  and
      Gashteovski, Kiril  and
      Lawrence, Carolin  and
      Wu, Tongshuang  and
      Neubig, Graham",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "12",
    year = "2024",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://aclanthology.org/2024.tacl-1.18/",
    doi = "10.1162/tacl_a_00648",
    pages = "321--333"
}

% checked, fixed pubtype
@misc{entitymatching2024,
      title={Leveraging Large Language Models for Entity Matching}, 
      author={Qianyu Huang and Tongfang Zhao},
      year={2024},
      eprint={2405.20624},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2405.20624}, 
}

%checked, replaced with official bib to be sure
@inproceedings{ma2025llms,
    title = "Large Language Models Do Multi-Label Classification Differently",
    author = "Ma, Marcus  and
      Chochlakis, Georgios  and
      Pandiyan, Niyantha Maruthu  and
      Thomason, Jesse  and
      Narayanan, Shrikanth",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.emnlp-main.126/",
    doi = "10.18653/v1/2025.emnlp-main.126",
    pages = "2472--2495",
    ISBN = "979-8-89176-332-6"
}

%checked, replaced with official bib to be sure
@inproceedings{lan2024multi,
    title = "Multi-label Sequential Sentence Classification via Large Language Model",
    author = "Lan, Mengfei  and
      Zheng, Lecheng  and
      Ming, Shufan  and
      Kilicoglu, Halil",
    editor = "Al-Onaizan, Yaser  and
      Bansal, Mohit  and
      Chen, Yun-Nung",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2024",
    month = nov,
    year = "2024",
    address = "Miami, Florida, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.findings-emnlp.944/",
    doi = "10.18653/v1/2024.findings-emnlp.944",
    pages = "16086--16104"
}

%checked, replaced with official bib to be sure
@inproceedings{tabatabaei2024llm,
    title = "Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?",
    author = "Tabatabaei, Seyed Amin  and
      Fancher, Sarah  and
      Parsons, Michael  and
      Askari, Arian",
    editor = "Rambow, Owen  and
      Wanner, Leo  and
      Apidianaki, Marianna  and
      Al-Khalifa, Hend  and
      Eugenio, Barbara Di  and
      Schockaert, Steven  and
      Darwish, Kareem  and
      Agarwal, Apoorv",
    booktitle = "Proceedings of the 31st International Conference on Computational Linguistics: Industry Track",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.coling-industry.14/",
    pages = "163--174"
}

%checked ok
@article{hansdottir2022,
  title = {Creativity, leisure activities, social engagement and cognitive impairment: the {AGES-Reykjav\'{i}k} study},
  author = {Hansdottir, Helga and Jonsdottir, Mar\'{\i}a K. and Fisher, Diana E. and Eiriksdottir, Gudny and Jonsson, P\'{a}lmi V. and Gudnason, Vilmundur},
  journal = {Aging Clinical and Experimental Research},
  volume = {34},
  pages = {1027--1035},
  year = {2022},
  doi = {10.1007/s40520-021-02036-1}
}

%checked OK
@article{holtlunstad2010,
  title = {Social Relationships and Mortality Risk: A Meta-analytic Review},
  author = {Holt-Lunstad, Julianne and Smith, Timothy B. and Layton, J. Bradley},
  journal = {PLoS Medicine},
  volume = {7},
  number = {7},
  pages = {e1000316},
  year = {2010},
  doi = {10.1371/journal.pmed.1000316}
}

%checked OK
@article{iwasaki2001,
  title = {The Effects of Physically Active Leisure on Stress-Health Relationships},
  author = {Iwasaki, Yoshi and Zuzanek, Jiri and Mannell, Roger C.},
  journal = {Canadian Journal of Public Health},
  volume = {92},
  number = {3},
  pages = {214--218},
  year = {2001},
  doi = {10.1007/BF03404309}
}

%checked OK
@article{rhodes2017,
  title = {Physical activity: Health impact, prevalence, correlates and interventions},
  author = {Rhodes, Ryan E. and Janssen, Ian and Bredin, Shannon S. D. and Warburton, Darren E. R. and Bauman, Adrian},
  journal = {Psychology \& Health},
  volume = {32},
  number = {8},
  pages = {942--975},
  year = {2017},
  doi = {10.1080/08870446.2017.1325486}
}

%checked OK
@article{yates2016,
  title = {Cognitive leisure activities and future risk of cognitive impairment and dementia: systematic review and meta-analysis},
  author = {Yates, Lauren A. and Ziser, Shier and Spector, Aimee and Orrell, Martin},
  journal = {International Psychogeriatrics},
  volume = {28},
  number = {11},
  pages = {1791--1806},
  year = {2016},
  doi = {10.1017/S1041610216001137}
}

%checked OK
@article{osullivanmcquade2023,
  title = {Examining arts and creativity in later life and its impact on older people's health and wellbeing: a systematic review of the evidence},
  author = {McQuade, Laura and O'Sullivan, Roger},
  journal = {Perspectives in Public Health},
  volume = {144},
  number = {6},
  pages = {344--353},
  year = {2024},
  doi = {10.1177/17579139231157533}
}

%checked OK
@article{weziakbialowolska2023,
  title = {Mind-stimulating leisure activities: Prospective associations with health, wellbeing, and longevity},
  author = {Węziak-Białowolska, Dorota and Białowolski, Piotr and Sacco, Pier Luigi},
  journal = {Frontiers in Public Health},
  volume = {11},
  pages = {1117822},
  year = {2023},
  doi = {10.3389/fpubh.2023.1117822}
}

%checked, replaced with official bib to be sure
@inproceedings{snow2008cheap,
    title = "Cheap and Fast {--} But is it Good? {E}valuating Non-Expert Annotations for Natural Language Tasks",
    author = "Snow, Rion  and
      O{'}Connor, Brendan  and
      Jurafsky, Daniel  and
      Ng, Andrew",
    editor = "Lapata, Mirella  and
      Ng, Hwee Tou",
    booktitle = "Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2008",
    address = "Honolulu, Hawaii",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/D08-1027/",
    pages = "254--263"
}

%checked, replaced with official bib to be sure
@inproceedings{sheng2008getAnotherLabel,
author = {Sheng, Victor S. and Provost, Foster and Ipeirotis, Panagiotis G.},
title = {Get another label? improving data quality and data mining using multiple, noisy labelers},
year = {2008},
isbn = {9781605581934},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/1401890.1401965},
doi = {10.1145/1401890.1401965},
booktitle = {Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
pages = {614–622},
numpages = {9},
keywords = {data selection, data preprocessing},
location = {Las Vegas, Nevada, USA},
series = {KDD '08}
}

%checked, replaced with official bib
@misc{qwen25_2024,
      title={Qwen2.5 Technical Report}, 
      author={An Yang and Baosong Yang and Beichen Zhang and Binyuan Hui and Bo Zheng and Bowen Yu and Chengyuan Li and Dayiheng Liu and Fei Huang and Haoran Wei and Huan Lin and Jian Yang and Jianhong Tu and Jianwei Zhang and Jianxin Yang and Jiaxi Yang and Jingren Zhou and Junyang Lin and Kai Dang and Keming Lu and Keqin Bao and Kexin Yang and Le Yu and Mei Li and Mingfeng Xue and Pei Zhang and Qin Zhu and Rui Men and Runji Lin and Tianhao Li and Tianyi Tang and Tingyu Xia and Xingzhang Ren and Xuancheng Ren and Yang Fan and Yang Su and Yichang Zhang and Yu Wan and Yuqiong Liu and Zeyu Cui and Zhenru Zhang and Zihan Qiu},
      year={2025},
      eprint={2412.15115},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2412.15115}, 
}

%checked, replaced with official bib
@misc{qwen3_2025,
      title={Qwen3 Technical Report}, 
      author={An Yang and Anfeng Li and Baosong Yang and Beichen Zhang and Binyuan Hui and Bo Zheng and Bowen Yu and Chang Gao and Chengen Huang and Chenxu Lv and Chujie Zheng and Dayiheng Liu and Fan Zhou and Fei Huang and Feng Hu and Hao Ge and Haoran Wei and Huan Lin and Jialong Tang and Jian Yang and Jianhong Tu and Jianwei Zhang and Jianxin Yang and Jiaxi Yang and Jing Zhou and Jingren Zhou and Junyang Lin and Kai Dang and Keqin Bao and Kexin Yang and Le Yu and Lianghao Deng and Mei Li and Mingfeng Xue and Mingze Li and Pei Zhang and Peng Wang and Qin Zhu and Rui Men and Ruize Gao and Shixuan Liu and Shuang Luo and Tianhao Li and Tianyi Tang and Wenbiao Yin and Xingzhang Ren and Xinyu Wang and Xinyu Zhang and Xuancheng Ren and Yang Fan and Yang Su and Yichang Zhang and Yinger Zhang and Yu Wan and Yuqiong Liu and Zekun Wang and Zeyu Cui and Zhenru Zhang and Zhipeng Zhou and Zihan Qiu},
      year={2025},
      eprint={2505.09388},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2505.09388}, 
}

@article{deepseek_r1_2025,
author={Guo, Daya
and Yang, Dejian
and Zhang, Haowei
and Song, Junxiao
and Wang, Peiyi
and Zhu, Qihao
and Xu, Runxin
and Zhang, Ruoyu
and Ma, Shirong
and Bi, Xiao
and Zhang, Xiaokang
and Yu, Xingkai
and Wu, Yu
and Wu, Z. F.
and Gou, Zhibin
and Shao, Zhihong
and Li, Zhuoshu
and Gao, Ziyi
and Liu, Aixin
and Xue, Bing
and Wang, Bingxuan
and Wu, Bochao
and Feng, Bei
and Lu, Chengda
and Zhao, Chenggang
and Deng, Chengqi
and Ruan, Chong
and Dai, Damai
and Chen, Deli
and Ji, Dongjie
and Li, Erhang
and Lin, Fangyun
and Dai, Fucong
and Luo, Fuli
and Hao, Guangbo
and Chen, Guanting
and Li, Guowei
and Zhang, H.
and Xu, Hanwei
and Ding, Honghui
and Gao, Huazuo
and Qu, Hui
and Li, Hui
and Guo, Jianzhong
and Li, Jiashi
and Chen, Jingchang
and Yuan, Jingyang
and Tu, Jinhao
and Qiu, Junjie
and Li, Junlong
and Cai, J. L.
and Ni, Jiaqi
and Liang, Jian
and Chen, Jin
and Dong, Kai
and Hu, Kai
and You, Kaichao
and Gao, Kaige
and Guan, Kang
and Huang, Kexin
and Yu, Kuai
and Wang, Lean
and Zhang, Lecong
and Zhao, Liang
and Wang, Litong
and Zhang, Liyue
and Xu, Lei
and Xia, Leyi
and Zhang, Mingchuan
and Zhang, Minghua
and Tang, Minghui
and Zhou, Mingxu
and Li, Meng
and Wang, Miaojun
and Li, Mingming
and Tian, Ning
and Huang, Panpan
and Zhang, Peng
and Wang, Qiancheng
and Chen, Qinyu
and Du, Qiushi
and Ge, Ruiqi
and Zhang, Ruisong
and Pan, Ruizhe
and Wang, Runji
and Chen, R. J.
and Jin, R. L.
and Chen, Ruyi
and Lu, Shanghao
and Zhou, Shangyan
and Chen, Shanhuang
and Ye, Shengfeng
and Wang, Shiyu
and Yu, Shuiping
and Zhou, Shunfeng
and Pan, Shuting
and Li, S. S.
and Zhou, Shuang
and Wu, Shaoqing
and Yun, Tao
and Pei, Tian
and Sun, Tianyu
and Wang, T.
and Zeng, Wangding
and Liu, Wen
and Liang, Wenfeng
and Gao, Wenjun
and Yu, Wenqin
and Zhang, Wentao
and Xiao, W. L.
and An, Wei
and Liu, Xiaodong
and Wang, Xiaohan
and Chen, Xiaokang
and Nie, Xiaotao
and Cheng, Xin
and Liu, Xin
and Xie, Xin
and Liu, Xingchao
and Yang, Xinyu
and Li, Xinyuan
and Su, Xuecheng
and Lin, Xuheng
and Li, X. Q.
and Jin, Xiangyue
and Shen, Xiaojin
and Chen, Xiaosha
and Sun, Xiaowen
and Wang, Xiaoxiang
and Song, Xinnan
and Zhou, Xinyi
and Wang, Xianzu
and Shan, Xinxia
and Li, Y. K.
and Wang, Y. Q.
and Wei, Y. X.
and Zhang, Yang
and Xu, Yanhong
and Li, Yao
and Zhao, Yao
and Sun, Yaofeng
and Wang, Yaohui
and Yu, Yi
and Zhang, Yichao
and Shi, Yifan
and Xiong, Yiliang
and He, Ying
and Piao, Yishi
and Wang, Yisong
and Tan, Yixuan
and Ma, Yiyang
and Liu, Yiyuan
and Guo, Yongqiang
and Ou, Yuan
and Wang, Yuduan
and Gong, Yue
and Zou, Yuheng
and He, Yujia
and Xiong, Yunfan
and Luo, Yuxiang
and You, Yuxiang
and Liu, Yuxuan
and Zhou, Yuyang
and Zhu, Y. X.
and Huang, Yanping
and Li, Yaohui
and Zheng, Yi
and Zhu, Yuchen
and Ma, Yunxian
and Tang, Ying
and Zha, Yukun
and Yan, Yuting
and Ren, Z. Z.
and Ren, Zehui
and Sha, Zhangli
and Fu, Zhe
and Xu, Zhean
and Xie, Zhenda
and Zhang, Zhengyan
and Hao, Zhewen
and Ma, Zhicheng
and Yan, Zhigang
and Wu, Zhiyu
and Gu, Zihui
and Zhu, Zijia
and Liu, Zijun
and Li, Zilin
and Xie, Ziwei
and Song, Ziyang
and Pan, Zizheng
and Huang, Zhen
and Xu, Zhipeng
and Zhang, Zhongyu
and Zhang, Zhen},
title={DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning},
journal={Nature},
year={2025},
month={Sep},
day={01},
volume={645},
number={8081},
pages={633-638},
issn={1476-4687},
doi={10.1038/s41586-025-09422-z},
url={https://doi.org/10.1038/s41586-025-09422-z}
}

%fixed pubtype, replaced with official bib
@misc{llama3_2024,
      title={The {Llama} 3 Herd of Models}, 
      author={Aaron Grattafiori and Abhimanyu Dubey and Abhinav Jauhri and Abhinav Pandey and Abhishek Kadian and Ahmad Al-Dahle and Aiesha Letman and Akhil Mathur and Alan Schelten and Alex Vaughan and Amy Yang and Angela Fan and Anirudh Goyal and Anthony Hartshorn and Aobo Yang and Archi Mitra and Archie Sravankumar and Artem Korenev and Arthur Hinsvark and Arun Rao and Aston Zhang and Aurelien Rodriguez and Austen Gregerson and Ava Spataru and Baptiste Roziere and Bethany Biron and Binh Tang and Bobbie Chern and Charlotte Caucheteux and Chaya Nayak and Chloe Bi and Chris Marra and Chris McConnell and Christian Keller and Christophe Touret and Chunyang Wu and Corinne Wong and Cristian Canton Ferrer and Cyrus Nikolaidis and Damien Allonsius and Daniel Song and Danielle Pintz and Danny Livshits and Danny Wyatt and David Esiobu and Dhruv Choudhary and Dhruv Mahajan and Diego Garcia-Olano and Diego Perino and Dieuwke Hupkes and Egor Lakomkin and Ehab AlBadawy and Elina Lobanova and Emily Dinan and Eric Michael Smith and Filip Radenovic and Francisco Guzmán and Frank Zhang and Gabriel Synnaeve and Gabrielle Lee and Georgia Lewis Anderson and Govind Thattai and Graeme Nail and Gregoire Mialon and Guan Pang and Guillem Cucurell and Hailey Nguyen and Hannah Korevaar and Hu Xu and Hugo Touvron and Iliyan Zarov and Imanol Arrieta Ibarra and Isabel Kloumann and Ishan Misra and Ivan Evtimov and Jack Zhang and Jade Copet and Jaewon Lee and Jan Geffert and Jana Vranes and Jason Park and Jay Mahadeokar and Jeet Shah and Jelmer van der Linde and Jennifer Billock and Jenny Hong and Jenya Lee and Jeremy Fu and Jianfeng Chi and Jianyu Huang and Jiawen Liu and Jie Wang and Jiecao Yu and Joanna Bitton and Joe Spisak and Jongsoo Park and Joseph Rocca and Joshua Johnstun and Joshua Saxe and Junteng Jia and Kalyan Vasuden Alwala and Karthik Prasad and Kartikeya Upasani and Kate Plawiak and Ke Li and Kenneth Heafield and Kevin Stone and Khalid El-Arini and Krithika Iyer and Kshitiz Malik and Kuenley Chiu and Kunal Bhalla and Kushal Lakhotia and Lauren Rantala-Yeary and Laurens van der Maaten and Lawrence Chen and Liang Tan and Liz Jenkins and Louis Martin and Lovish Madaan and Lubo Malo and Lukas Blecher and Lukas Landzaat and Luke de Oliveira and Madeline Muzzi and Mahesh Pasupuleti and Mannat Singh and Manohar Paluri and Marcin Kardas and Maria Tsimpoukelli and Mathew Oldham and Mathieu Rita and Maya Pavlova and Melanie Kambadur and Mike Lewis and Min Si and Mitesh Kumar Singh and Mona Hassan and Naman Goyal and Narjes Torabi and Nikolay Bashlykov and Nikolay Bogoychev and Niladri Chatterji and Ning Zhang and Olivier Duchenne and Onur Çelebi and Patrick Alrassy and Pengchuan Zhang and Pengwei Li and Petar Vasic and Peter Weng and Prajjwal Bhargava and Pratik Dubal and Praveen Krishnan and Punit Singh Koura and Puxin Xu and Qing He and Qingxiao Dong and Ragavan Srinivasan and Raj Ganapathy and Ramon Calderer and Ricardo Silveira Cabral and Robert Stojnic and Roberta Raileanu and Rohan Maheswari and Rohit Girdhar and Rohit Patel and Romain Sauvestre and Ronnie Polidoro and Roshan Sumbaly and Ross Taylor and Ruan Silva and Rui Hou and Rui Wang and Saghar Hosseini and Sahana Chennabasappa and Sanjay Singh and Sean Bell and Seohyun Sonia Kim and Sergey Edunov and Shaoliang Nie and Sharan Narang and Sharath Raparthy and Sheng Shen and Shengye Wan and Shruti Bhosale and Shun Zhang and Simon Vandenhende and Soumya Batra and Spencer Whitman and Sten Sootla and Stephane Collot and Suchin Gururangan and Sydney Borodinsky and Tamar Herman and Tara Fowler and Tarek Sheasha and Thomas Georgiou and Thomas Scialom and Tobias Speckbacher and Todor Mihaylov and Tong Xiao and Ujjwal Karn and Vedanuj Goswami and Vibhor Gupta and Vignesh Ramanathan and Viktor Kerkez and Vincent Gonguet and Virginie Do and Vish Vogeti and Vítor Albiero and Vladan Petrovic and Weiwei Chu and Wenhan Xiong and Wenyin Fu and Whitney Meers and Xavier Martinet and Xiaodong Wang and Xiaofang Wang and Xiaoqing Ellen Tan and Xide Xia and Xinfeng Xie and Xuchao Jia and Xuewei Wang and Yaelle Goldschlag and Yashesh Gaur and Yasmine Babaei and Yi Wen and Yiwen Song and Yuchen Zhang and Yue Li and Yuning Mao and Zacharie Delpierre Coudert and Zheng Yan and Zhengxing Chen and Zoe Papakipos and Aaditya Singh and Aayushi Srivastava and Abha Jain and Adam Kelsey and Adam Shajnfeld and Adithya Gangidi and Adolfo Victoria and Ahuva Goldstand and Ajay Menon and Ajay Sharma and Alex Boesenberg and Alexei Baevski and Allie Feinstein and Amanda Kallet and Amit Sangani and Amos Teo and Anam Yunus and Andrei Lupu and Andres Alvarado and Andrew Caples and Andrew Gu and Andrew Ho and Andrew Poulton and Andrew Ryan and Ankit Ramchandani and Annie Dong and Annie Franco and Anuj Goyal and Aparajita Saraf and Arkabandhu Chowdhury and Ashley Gabriel and Ashwin Bharambe and Assaf Eisenman and Azadeh Yazdan and Beau James and Ben Maurer and Benjamin Leonhardi and Bernie Huang and Beth Loyd and Beto De Paola and Bhargavi Paranjape and Bing Liu and Bo Wu and Boyu Ni and Braden Hancock and Bram Wasti and Brandon Spence and Brani Stojkovic and Brian Gamido and Britt Montalvo and Carl Parker and Carly Burton and Catalina Mejia and Ce Liu and Changhan Wang and Changkyu Kim and Chao Zhou and Chester Hu and Ching-Hsiang Chu and Chris Cai and Chris Tindal and Christoph Feichtenhofer and Cynthia Gao and Damon Civin and Dana Beaty and Daniel Kreymer and Daniel Li and David Adkins and David Xu and Davide Testuggine and Delia David and Devi Parikh and Diana Liskovich and Didem Foss and Dingkang Wang and Duc Le and Dustin Holland and Edward Dowling and Eissa Jamil and Elaine Montgomery and Eleonora Presani and Emily Hahn and Emily Wood and Eric-Tuan Le and Erik Brinkman and Esteban Arcaute and Evan Dunbar and Evan Smothers and Fei Sun and Felix Kreuk and Feng Tian and Filippos Kokkinos and Firat Ozgenel and Francesco Caggioni and Frank Kanayet and Frank Seide and Gabriela Medina Florez and Gabriella Schwarz and Gada Badeer and Georgia Swee and Gil Halpern and Grant Herman and Grigory Sizov and Guangyi and Zhang and Guna Lakshminarayanan and Hakan Inan and Hamid Shojanazeri and Han Zou and Hannah Wang and Hanwen Zha and Haroun Habeeb and Harrison Rudolph and Helen Suk and Henry Aspegren and Hunter Goldman and Hongyuan Zhan and Ibrahim Damlaj and Igor Molybog and Igor Tufanov and Ilias Leontiadis and Irina-Elena Veliche and Itai Gat and Jake Weissman and James Geboski and James Kohli and Janice Lam and Japhet Asher and Jean-Baptiste Gaya and Jeff Marcus and Jeff Tang and Jennifer Chan and Jenny Zhen and Jeremy Reizenstein and Jeremy Teboul and Jessica Zhong and Jian Jin and Jingyi Yang and Joe Cummings and Jon Carvill and Jon Shepard and Jonathan McPhie and Jonathan Torres and Josh Ginsburg and Junjie Wang and Kai Wu and Kam Hou U and Karan Saxena and Kartikay Khandelwal and Katayoun Zand and Kathy Matosich and Kaushik Veeraraghavan and Kelly Michelena and Keqian Li and Kiran Jagadeesh and Kun Huang and Kunal Chawla and Kyle Huang and Lailin Chen and Lakshya Garg and Lavender A and Leandro Silva and Lee Bell and Lei Zhang and Liangpeng Guo and Licheng Yu and Liron Moshkovich and Luca Wehrstedt and Madian Khabsa and Manav Avalani and Manish Bhatt and Martynas Mankus and Matan Hasson and Matthew Lennie and Matthias Reso and Maxim Groshev and Maxim Naumov and Maya Lathi and Meghan Keneally and Miao Liu and Michael L. Seltzer and Michal Valko and Michelle Restrepo and Mihir Patel and Mik Vyatskov and Mikayel Samvelyan and Mike Clark and Mike Macey and Mike Wang and Miquel Jubert Hermoso and Mo Metanat and Mohammad Rastegari and Munish Bansal and Nandhini Santhanam and Natascha Parks and Natasha White and Navyata Bawa and Nayan Singhal and Nick Egebo and Nicolas Usunier and Nikhil Mehta and Nikolay Pavlovich Laptev and Ning Dong and Norman Cheng and Oleg Chernoguz and Olivia Hart and Omkar Salpekar and Ozlem Kalinli and Parkin Kent and Parth Parekh and Paul Saab and Pavan Balaji and Pedro Rittner and Philip Bontrager and Pierre Roux and Piotr Dollar and Polina Zvyagina and Prashant Ratanchandani and Pritish Yuvraj and Qian Liang and Rachad Alao and Rachel Rodriguez and Rafi Ayub and Raghotham Murthy and Raghu Nayani and Rahul Mitra and Rangaprabhu Parthasarathy and Raymond Li and Rebekkah Hogan and Robin Battey and Rocky Wang and Russ Howes and Ruty Rinott and Sachin Mehta and Sachin Siby and Sai Jayesh Bondu and Samyak Datta and Sara Chugh and Sara Hunt and Sargun Dhillon and Sasha Sidorov and Satadru Pan and Saurabh Mahajan and Saurabh Verma and Seiji Yamamoto and Sharadh Ramaswamy and Shaun Lindsay and Shaun Lindsay and Sheng Feng and Shenghao Lin and Shengxin Cindy Zha and Shishir Patil and Shiva Shankar and Shuqiang Zhang and Shuqiang Zhang and Sinong Wang and Sneha Agarwal and Soji Sajuyigbe and Soumith Chintala and Stephanie Max and Stephen Chen and Steve Kehoe and Steve Satterfield and Sudarshan Govindaprasad and Sumit Gupta and Summer Deng and Sungmin Cho and Sunny Virk and Suraj Subramanian and Sy Choudhury and Sydney Goldman and Tal Remez and Tamar Glaser and Tamara Best and Thilo Koehler and Thomas Robinson and Tianhe Li and Tianjun Zhang and Tim Matthews and Timothy Chou and Tzook Shaked and Varun Vontimitta and Victoria Ajayi and Victoria Montanez and Vijai Mohan and Vinay Satish Kumar and Vishal Mangla and Vlad Ionescu and Vlad Poenaru and Vlad Tiberiu Mihailescu and Vladimir Ivanov and Wei Li and Wenchen Wang and Wenwen Jiang and Wes Bouaziz and Will Constable and Xiaocheng Tang and Xiaojian Wu and Xiaolan Wang and Xilun Wu and Xinbo Gao and Yaniv Kleinman and Yanjun Chen and Ye Hu and Ye Jia and Ye Qi and Yenda Li and Yilin Zhang and Ying Zhang and Yossi Adi and Youngjin Nam and Yu and Wang and Yu Zhao and Yuchen Hao and Yundi Qian and Yunlu Li and Yuzi He and Zach Rait and Zachary DeVito and Zef Rosnbrick and Zhaoduo Wen and Zhenyu Yang and Zhiwei Zhao and Zhiyu Ma},
      year={2024},
      eprint={2407.21783},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2407.21783}, 
}

@misc{llama4_scout_2025,
  author       = {Meta-AI},
  title        = {{Llama 4 Scout 17B–16E Model Card}},
  year         = {2025},
  howpublished = {\url{https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E}}
}

@misc{mistral_large_2024,
  author       = {Mistral-AI},
  title        = {{Mistral-Large-Instruct-2407 Model Card}},
  year         = {2024},
  howpublished = {\url{https://huggingface.co/mistralai/Mistral-Large-Instruct-2407}}
}
