% Use this file for citations not found in the ACL Anthology (contained in "anthology.bib").

@book{Aho:72,
    author  = {Alfred V. Aho and Jeffrey D. Ullman},
    title   = {The Theory of Parsing, Translation and Compiling},
    year    = "1972",
    publisher = {Prentice-Hall},
}

@book{APA:83,
    author  = {{American Psychological Association}},
    title   = {Publications Manual},
    year    = "1983",
    publisher = {American Psychological Association},
}

@article{Chandra:81,
	author = {Ashok K. Chandra and Dexter C. Kozen and Larry J. Stockmeyer},
	year = "1981",
	title = {Alternation},
	journal = {Journal of the Association for Computing Machinery},
	volume = "28",
}

@inproceedings{andrew2007scalable,
  title={Scalable training of {L1}-regularized log-linear models},
  author={Andrew, Galen and Gao, Jianfeng},
  booktitle={Proceedings of ICML},
  year={2007},
}

@book{Gusfield:97,
    author  = {Dan Gusfield},
    title   = {Algorithms on Strings, Trees and Sequences},
    year    = "1997",
    publisher = {Cambridge University Press},
}

@article{rasooli-tetrault-2015,
    author    = {Mohammad Sadegh Rasooli and Joel R. Tetreault},
    title     = {Yara Parser: {A} Fast and Accurate Dependency Parser},
    journal   = {Computing Research Repository},
    volume    = {arXiv:1503.06733},
    year      = {2015},
}

@article{Ando2005,
	Author = {Ando, Rie Kubota and Zhang, Tong},
	Journal = {Journal of Machine Learning Research},
	Title = {A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data},
	Year = {2005}
}

%Literature review
@article{draper2009catalytic,
  title={Catalytic assessment: understanding how MCQs and EVS can foster deep learning},
  author={Draper, Stephen W.},
  journal={British Journal of Educational Technology},
  year={2009},
}


@inproceedings{meaney-etal-2021-semeval,
    title = "{S}em{E}val 2021 Task 7: {H}a{H}ackathon, Detecting and Rating Humor and Offense",
    author = "Meaney, J. A.  and
      Wilson, Steven  and
      Chiruzzo, Luis  and
      Lopez, Adam  and
      Magdy, Walid",
    booktitle = "Proceedings of SemEval",
    year = "2021",
}


@inproceedings{zou-lu-2019-joint,
    title = "Joint Detection and Location of {E}nglish Puns",
    author = "Zou, Yanyan  and
      Lu, Wei",
    booktitle = "Proceedings of NAACL",
    year = "2019",
}

%------------
@article{saeedi2020csnlp,
  title={CS-NLP team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task},
  author={Saeedi, Sirwe and Panahi, Aliakbar and Saeedi, Seyran and Fong, Alvis C},
  journal={arXiv preprint arXiv:2006.01205},
  year={2020}
}

@article{10297594,
  author={Wang, Xingbo and Huang, Renfei and Jin, Zhihua and Fang, Tianqing and Qu, Huamin},
  journal={IEEE Transactions on Visualization and Computer Graphics}, 
  title={CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models}, 
  year={2024},
}

@inproceedings{bhargava2022commonsense,
  title={Commonsense knowledge reasoning and generation with pre-trained language models: A survey},
  author={Bhargava, Prajjwal and Ng, Vincent},
  booktitle={Proceedings of the AAAI},
  year={2022}
}

@misc{trinh2019simple,
      title={A Simple Method for Commonsense Reasoning}, 
      author={Trieu H. Trinh and Quoc V. Le},
      year={2019},
      eprint={1806.02847},
      archivePrefix={arXiv},
      primaryClass={cs.AI}
}

@inproceedings{sap-etal-2020-commonsense,
    title = "Commonsense Reasoning for Natural Language Processing",
    author = "Sap, Maarten  and
      Shwartz, Vered  and
      Bosselut, Antoine  and
      Choi, Yejin  and
      Roth, Dan",
    booktitle = "Proceedings of ACL (Tutorial Abstract)",
    year = "2020",
}

@article{Staliūnaitė_Gorinski_Iacobacci_2021, title={Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, author={Staliūnaitė, Ieva and Gorinski, Philip John and Iacobacci, Ignacio}, year={2021}, }
%----------------



@article{zhou2023rome,
  title={ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense},
  author={Zhou, Kankan and Lai, Eason and Yeong, Wei Bin Au and Mouratidis, Kyriakos and Jiang, Jing},
  journal={arXiv preprint arXiv:2310.19301},
  year={2023}
}

@inproceedings{10105336,
  author={Lee, Hanmi and Zhou, Wenqing and Bai, HongHong and Meng, Weiran and Zeng, Tianli and Peng, Kaiping and Tong, Song and Kumada, Takatsune},
  booktitle={Proceedings of ECEI}, 
  title={Natural Language Processing Algorithms for Divergent Thinking Assessment}, 
  year={2023},}

@article{huang2023lateval,
  title={LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles},
  author={Huang, Shulin and Ma, Shirong and Li, Yinghui and Huang, Mengzuo and Zou, Wuhe and Zhang, Weidong and Zheng, Hai-Tao},
  journal={arXiv preprint arXiv:2308.10855},
  year={2023}
}

@inproceedings{isaksen-gamback-2020-using,
    title = "Using Transfer-based Language Models to Detect Hateful and Offensive Language Online",
    author = {Isaksen, Vebj{\o}rn  and
      Gamb{\"a}ck, Bj{\"o}rn},
    booktitle = "Proceedings of WOAH (EMNLP)",
    year = "2020",
}



%%%%% Introduction %%%%%%%%%

@article{brown2020language,
  title={Language models are few-shot learners},
  author={Brown, Tom B and Mann, Benjamin and Ryder, Nick and Subbiah, Melanie  and others},
  journal={Advances in neural information processing systems},
  year={2020}
}

@misc{anthropic2023claude,
  title        = {Claude 2.1: Updates and Improvements},
  author       = {Anthropic},
  year         = 2023,
  howpublished = {\url{https://www.anthropic.com/news/claude-2-1}},
}


@inproceedings{liu2021makes,
  title={What makes good in-context examples for GPT-3?},
  author={Liu, Peng and Lourie, Nicholas and Welleck, Sean and Hockenmaier, Julia},
  booktitle={ Proceedings of EMNLP},  
  year={2021}
}

% GPT-4
@misc{openai2023gpt4,
  title={GPT-4 Technical Report},
  author={OpenAI},
  year={2023},
  howpublished={\url{https://arxiv.org/abs/2303.08774}}
}

% Dataset Paper
@inproceedings{jiang-etal-2023-brainteaser,
    title = "{BRAINTEASER}: Lateral Thinking Puzzles for Large Language Models",
    author = "Jiang, Yifan  and
      Ilievski, Filip  and
      Ma, Kaixin  and
      Sourati, Zhivar",
    booktitle = "Proceedings of EMNLP",
    year = "2023",
}

% Mixtral
@article{jiang2024mixtral,
  title={Mixtral of experts},
  author={Jiang, Albert Q and Sablayrolles, Alexandre and Roux, Antoine and Mensch, Arthur and Savary, Blanche and Bamford, Chris and Chaplot, Devendra Singh and Casas, Diego de las and Hanna, Emma Bou and Bressand, Florian and others},
  journal={arXiv preprint arXiv:2401.04088},
  year={2024}
}

% CoT
@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 others},
  journal={Advances in Neural Information Processing Systems},
  year={2022}
}

% MBPP
@article{austin2021program,
  title={Program synthesis with large language models},
  author={Austin, Jacob and Odena, Augustus and Nye, Maxwell and Bosma, Maarten and others},
  journal={arXiv preprint arXiv:2108.07732},
  year={2021}
}


@article{yao2023tree,
  title={Tree of thoughts: Deliberate problem solving with large language models},
  author={Yao, Shunyu and Yu, Dian and Zhao, Jeffrey and Shafran, Izhak and others},
  journal={arXiv preprint arXiv:2305.10601},
  year={2023}
}

@inproceedings{tan2023causal,
  title={Causal Abstraction for Chain-of-Thought Reasoning in Arithmetic Word Problems},
  author={Tan, Juanhe TJ},
  booktitle={Proceedings of BlackboxNLP (EMNLP)},
  year={2023}
}

@article{mo2023tree,
  title={Tree of uncertain thoughts reasoning for large language models},
  author={Mo, Shentong and Xin, Miao},
  journal={arXiv preprint arXiv:2309.07694},
  year={2023}
}

@inproceedings{raihan2023sentmix,
  title={Sent{M}ix-3{L}: A Novel Code-Mixed Test Dataset in Bangla-English-Hindi for Sentiment Analysis},
  author={Raihan, Md Nishat and Goswami, Dhiman and Mahmud, Antara and Anastasopoulos, Antonios and Zampieri, Marcos},
  booktitle={Proceedings of SEALP (AACL)},
  year={2023}
}

@inproceedings{goswami2023offmix,
  title={Off{M}ix-3{L}: A Novel Code-Mixed Test Dataset in Bangla-English-Hindi for Offensive Language Identification},
  author={Goswami, Dhiman and Raihan, Md Nishat and Mahmud, Antara and Anastasopoulos, Antonios and Zampieri, Marcos},
  booktitle={Proceedings of SocialNLP (AACL)},
  year={2023}
}

@inproceedings{raihan2023offensive,
  title={Offensive Language Identification in Transliterated and Code-Mixed Bangla},
  author={Raihan, Md Nishat and Tanmoy, Umma Hani and Islam, Anika Binte and others},
  booktitle={Proceedings of BLP (EMNLP)},
  year={2023}
}


@InProceedings{jiang-semeval-2024-brainteaser,
  author    = {Jiang, Yifan  and  Ilievski, Filip  and  Ma, Kaixin},
  title     = {SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense},
  booktitle      = {Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)},
  month          = {June},
  year           = {2024},
  address        = {Mexico City, Mexico},
  publisher      = {Association for Computational Linguistics},
  pages     = {1996--2010}
}