% Serendipity AI — Publications & Patents
% BibTeX for the papers and patents listed at https://serendipity.ai/experiments
% Machine-readable companion to the human-facing page.

@inproceedings{soru2025anticipating,
  title     = {Anticipating the Future with Large Language Models},
  author    = {Soru, Tommaso and Marshall, Jim},
  booktitle = {2025 IEEE 19th International Conference on Semantic Computing (ICSC)},
  year      = {2025},
  pages     = {226--227},
  publisher = {IEEE},
  url       = {https://www.computer.org/csdl/proceedings-article/icsc/2025/242600a226/27FQF0bZore},
}

@misc{soru2025leveraging,
  title         = {Leveraging Log Probabilities in Language Models to Forecast Future Events},
  author        = {Soru, Tommaso and Marshall, Jim},
  year          = {2025},
  eprint        = {2501.04880},
  archivePrefix = {arXiv},
  primaryClass  = {cs.CL},
  url           = {https://arxiv.org/abs/2501.04880},
}

@inproceedings{soru2024trend,
  title     = {Trend extraction and analysis via large language models},
  author    = {Soru, Tommaso and Marshall, Jim},
  booktitle = {2024 IEEE 18th International Conference on Semantic Computing (ICSC)},
  year      = {2024},
  pages     = {285--288},
  publisher = {IEEE},
  url       = {https://ieeexplore.ieee.org/abstract/document/10475606/},
}

@patent{antoniades2023similarity,
  title    = {Determining similarity between documents},
  author   = {Antoniades, Andreas},
  year     = {2023},
  month    = {4},
  number   = {US11636167B2},
  type     = {Patent},
  nationality = {US},
  assignee = {Serendipity AI Ltd},
  url      = {https://patents.google.com/patent/US11636167B2},
}