@inproceedings{CoT,
author = {Wei, Jason and Wang, Xuezhi and Schuurmans, Dale and Bosma, Maarten and Ichter, Brian and Xia, Fei and Chi, Ed H. and Le, Quoc V. and Zhou, Denny},
title = {Chain-of-thought prompting elicits reasoning in large language models},
year = {2022},
isbn = {9781713871088},
publisher = {Curran Associates Inc.},
address = {Red Hook, NY, USA},
articleno = {1800},
numpages = {14},
location = {New Orleans, LA, USA},
series = {NIPS '22}
}

@inproceedings{weinzierl-harabagiu-2024-discovering,
    title = "Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning",
    author = "Weinzierl, Maxwell  and
      Harabagiu, Sanda",
    editor = "Graham, Yvette  and
      Purver, Matthew",
    booktitle = "Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)",
    month = mar,
    year = "2024",
    address = "St. Julian{'}s, Malta",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.eacl-long.97/",
    doi = "10.18653/v1/2024.eacl-long.97",
    pages = "1617--1631"
}


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    title = "Where Have {I} Heard This Story Before? Identifying Narrative Similarity in Movie Remakes",
    author = "Chaturvedi, Snigdha  and
      Srivastava, Shashank  and
      Roth, Dan",
    editor = "Walker, Marilyn  and
      Ji, Heng  and
      Stent, Amanda",
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    pages = "673--678"
}

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    author={Hatzel, Hans Ole and Artemova, Ekaterina and Stiemer, Haimo and Gius, Evelyn and Biemann, Chris},
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@techreport{guidelines2026,
    title={Narrative Similarity - Annotation Guidelines},
    author={Hatzel, Hans Ole and Artemova, Ekaterina and Stiemer, Haimo and Fedorova, Natalia and Gius, Evelyn and Biemann, Chris},
    institution={University of Hamburg, Toloka AI, Technical University of Darmstadt},
    year={2026}
}

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    year={2024}
}

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@article{liu2023geval,
    title={G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment},
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@article{soviany2022curriculum,
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@inproceedings{lu2022order,
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    year={2019}
}

@article{wei2022cot,
    title={Chain of thought prompting elicits reasoning in large language models},
    author={Wei, Jason and Wang, Xuezhi and Schuurmans, Dale and Bosma, Maarten and Xia, Fei and Chi, Ed and Le, Quoc V and Zhou, Denny},
    journal={Advances in neural information processing systems},
    volume={35},
    pages={24824--24837},
    year={2022}
}

@inproceedings{chambers-jurafsky-2008-unsupervised,
  title     = {Unsupervised Learning of Narrative Event Chains},
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  publisher = {Association for Computational Linguistics},
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  pages     = {789--797}
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@inproceedings{chambers-jurafsky-2009-unsupervised,
  title     = {Unsupervised Learning of Narrative Schemas and their Participants},
  author    = {Chambers, Nathanael and Jurafsky, Dan},
  editor    = {Su, Keh-Yih and Su, Jian and Wiebe, Janyce and Li, Haizhou},
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}

@misc{weller2025theoreticallimit,
  title         = {On the Theoretical Limitations of Embedding-Based Retrieval},
  author        = {Weller, Orion and Boratko, Michael and Naim, Iftekhar and Lee, Jinhyuk},
  year          = {2025},
  eprint        = {2508.21038},
  archivePrefix = {arXiv},
  primaryClass  = {cs.IR},
  url           = {https://arxiv.org/abs/2508.21038}
}


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@article{wei2022chain,
  title={Chain-of-thought prompting elicits reasoning in large language models},
  author={Wei, Jason and Wang, Xuezhi and Schuurmans, Dale and Bosma, Maarten and Xia, Fei and Chi, Ed and Le, Quoc V and Zhou, Denny},
  journal={Advances in Neural Information Processing Systems},
  volume={35},
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  year={2022}
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@inproceedings{bengio2009curriculum,
  title={Curriculum learning},
  author={Bengio, Yoshua and Louradour, J{\'e}r{\^o}me and Collobert, Ronan and Weston, Jason},
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@article{wang2023curriculum,
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@inproceedings{nikolaev-pado-2023-representation,
  title     = {Representation biases in sentence transformers},
  author    = {Nikolaev, Dmitry and Pad{\'o}, Sebastian},
  editor    = {Vlachos, Andreas and Augenstein, Isabelle},
  booktitle = {Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics},
  month     = may,
  year      = {2023},
  address   = {Dubrovnik, Croatia},
  publisher = {Association for Computational Linguistics},
  url       = {https://aclanthology.org/2023.eacl-main.268/},
  doi       = {10.18653/v1/2023.eacl-main.268},
  pages     = {3701--3716}
}

@inproceedings{hatzel-biemann-2024-story,
  title     = {Story Embeddings {---} Narrative-Focused Representations of Fictional Stories},
  author    = {Hatzel, Hans Ole and Biemann, Chris},
  editor    = {Al-Onaizan, Yaser and Bansal, Mohit and Chen, Yun-Nung},
  booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing},
  month     = nov,
  year      = {2024},
  address   = {Miami, Florida, USA},
  publisher = {Association for Computational Linguistics},
  url       = {https://aclanthology.org/2024.emnlp-main.339/},
  doi       = {10.18653/v1/2024.emnlp-main.339},
  pages     = {5931--5943}
}

@inproceedings{chun-2024-aistorysimilarity,
  title     = {{AIS}tory{S}imilarity: Quantifying Story Similarity Using Narrative for Search, {IP} Infringement, and Guided Creativity},
  author    = {Chun, Jon},
  editor    = {Barak, Libby and Alikhani, Malihe},
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  month     = nov,
  year      = {2024},
  address   = {Miami, FL, USA},
  publisher = {Association for Computational Linguistics},
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  doi       = {10.18653/v1/2024.conll-1.13},
  pages     = {161--177}
}

@misc{waight-etal-2026-quantifying,
  title        = {Quantifying Narrative Similarity Across Languages},
  author       = {Waight, Hannah and Messing, Sol and Shirikov, Anton and Roberts, Margaret E. and Nagler, Jonathan and Greenfield, Jason and Brown, Megan A. and Aslett, Kevin and Tucker, Joshua A.},
  year         = {2026},
  month        = feb,
  note         = {Working paper (dated February 18, 2026)},
  url          = {https://solomonmg.github.io/pdf/Quantifying_Narrative_Similarity_Across_Languages.pdf}
}

%placeholder
@inproceedings{hatzel-etal-2026-semeval,
    title = "{S}em{E}val-2025 Task 4: Narrative Similarity and Narrative Representation Learning",
    author = "Hatzel, Hans Ole  and Artemova, Ekaterina and Stiemer, Haimo and Gius, Evelyn and Biemann, Chris",
    booktitle = "Proceedings of the 20th International Workshop on Semantic Evaluation (SemEval-2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
}
@misc{openai-gpt4o-2024,
  title        = {Hello GPT-4o},
  author       = {{OpenAI}},
  year         = {2024},
  month        = may,
  howpublished = {\url{https://openai.com/index/hello-gpt-4o/}},
  note         = {Accessed: 2026-02-28}
}

@misc{openai-api-gpt4o,
  title        = {GPT-4o Model (OpenAI API Documentation)},
  author       = {{OpenAI}},
  year         = {2024},
  howpublished = {\url{https://developers.openai.com/api/docs/models/gpt-4o}},
  note         = {Accessed: 2026-02-28}
}

@misc{google-gemini-25-flash-lite,
  title        = {Gemini 2.5 Flash-Lite (Gemini API Documentation)},
  author       = {{Google}},
  year         = {2025},
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  note         = {Accessed: 2026-02-28}
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@misc{google-vertex-gemini-25-flash-lite,
  title        = {Gemini 2.5 Flash-Lite (Vertex AI Model Documentation)},
  author       = {{Google Cloud}},
  year         = {2025},
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  note         = {Accessed: 2026-02-28}
}


@misc{minilm-l6-v2,
  author = {Sentence-Transformers},
  title = {all-MiniLM-L6-v2},
  year = {2022},
  publisher = {Hugging Face},
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}


@misc{sentence-transformers-all-minilm-l6-v2,
  title        = {sentence-transformers/all-MiniLM-L6-v2},
  author       = {{Sentence-Transformers}},
  year         = {2026},
  howpublished = {\url{https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2}},
  note         = {Hugging Face model card, accessed 2026-03-02}
}

@inproceedings{reimers-gurevych-2019-sentence,
  title     = {Sentence-{BERT}: Sentence Embeddings using {S}iamese {BERT}-Networks},
  author    = {Reimers, Nils and Gurevych, Iryna},
  editor    = {Inui, Kentaro and Jiang, Jing and Ng, Vincent and Wan, Xiaojun},
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  month     = nov,
  year      = {2019},
  address   = {Hong Kong, China},
  publisher = {Association for Computational Linguistics},
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  doi       = {10.18653/v1/D19-1410},
  pages     = {3982--3992}
}

@misc{wang2020minilm,
  title         = {MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers},
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  year          = {2020},
  eprint        = {2002.10957},
  archivePrefix = {arXiv},
  primaryClass  = {cs.CL},
  url           = {https://arxiv.org/abs/2002.10957}
}