Publications

2025

• [bib] Zichao Li, Ines Arous, Jackie Chi Kit Cheung. Partial Perspectives: How LLMs Handle Logically Inconsistent Knowledge in Reasoning Tasks. In Proceedings of the Conference on Language Modeling.
  

  @inproceedings{darrin2024glimpse,
    title={Partial Perspectives: How LLMs Handle Logically Inconsistent Knowledge in Reasoning Tasks},
    author={Li, Zichao and Arous, Ines and Cheung, Jackie Chi Kit},
    booktitle={COLM 2025},
    pages={},
    year={2025}
  }
  

• [bib] Bonaventure F. P. Dossou, Ines Arous, Jackie Chi Kit Cheung. Rethinking Full Finetuning from Pretraining Checkpoints in Active Learning for African Languages. In Proceedings of the 63nd Annual Meeting of the Association for Computational Linguistics.
  

  @inproceedings{darrin2024glimpse,
    title={Rethinking Full Finetuning from Pretraining Checkpoints in Active Learning for African Languages},
    author={Dossou, Bonaventure F. P., Arous, Ines and Cheung, Jackie Chi Kit},
    booktitle={ACL 2025 (Volume 4: Student Research Workshop)},
    pages={64-78},
    year={2025}
  }
  

2024

• [bib] Maxime Darrin, Ines Arous, Pablo Piantanida, Jackie Chi Kit Cheung. GLIMPSE: Pragmatically Informative Multi Document Summarization for Scholarly Reviews. In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics.
  

  @inproceedings{darrin2024glimpse,
    title={GLIMPSE: Pragmatically Informative Multi Document Summarization for Scholarly Reviews},
    author={Darrin, Maxime and Arous, Ines and Piantanida, Pablo and Cheung, Jackie Chi Kit},
    booktitle={ACL 2024},
    pages={12737--12752},
    year={2024}
  }
  

2023

• [bib] Zichao Li, Ines Arous, Siva Reddy, Jackie Chi Kit Cheung. Evaluating dependencies in fact editing for language models: Specificity and implication awareness. In Empirical Methods in Natural Language Processing (EMNLP).
  

  @inproceedings{li2023evaluating,
  title={Evaluating dependencies in fact editing for language models: Specificity and implication awareness},
  author={Li, Zichao and Arous, Ines and Reddy, Siva and Cheung, Jackie Chi Kit},
  booktitle={EMNLP 2023},
  pages={7623--7636},
  year={2023}
  }
  

• [bib] Sepideh Mesbah, Ines Arous, Jie Yang, Alessandro Bozzon. HybridEval: A Human-AI Collaborative Approach for Evaluating Design Ideas at Scale. In The Web Conference (WWW).
  

  @inproceedings{arous2023www_hybrid,
    title={HybridEval: A Human-AI Collaborative Approach for Evaluating Design Ideas at Scale},
    author={Sepideh Mesbah, Ines Arous, Jie Yang, Alessandro Bozzon},
    booktitle={The World Wide Web Conference},
    year={2023},
    organization={ACM}
  }
  

• [bib] Ines Arous, Ljiljana Dolamic, and Philippe Cudré-Mauroux. TaxoComplete: Self-Supervised Taxonomy Completion Leveraging Position-Enhanced Semantic Matching. In The Web Conference (WWW).
  

  @inproceedings{arous2023www,
    title={TaxoComplete: Self-Supervised Taxonomy Completion Leveraging Position-Enhanced Semantic Matching},
    author={Arous, Ines and Dolamic, Ljiljana and Cudr{\'e}-Mauroux, Philippe},
    booktitle={The World Wide Web Conference},
    year={2023},
    organization={ACM}
  }
  

2022

• [bib] Ines Arous. PhD Thesis: Human-AI Collaborative Approaches for Open-Ended Data Curation.
  

  @inproceedings{arous2022thesis,
    title={Human-AI Collaborative Approaches for Open-Ended Data Curation},
    author={Arous, Ines},
    year={2022},
  }
  

2021

• [bib] Ines Arous, Jie Yang, Mourad Khayati, and Philippe Cudré-Mauroux. Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening Scholarly Paper Review Processes. In The Web Conference (WWW).
  

  @inproceedings{arous2020www,
    title={Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening Scholarly Paper Review Processes},
    author={Arous, Ines and Yang, Jie and Khayati, Mourad and Cudr{\'e}-Mauroux, Philippe},
    booktitle={The World Wide Web Conference},
    pages={1916--1927},
    year={2021},
    organization={ACM}
  }
  

• [bib] Ines Arous, Ljiljana Dolamic, Jie Yang, Akansha Bhardwaj, Giuseppe Cuccu, and Philippe Cudré-Mauroux. MARTA: Leveraging Human Rationales for Explainable Text Classification. In AAAI Conference on Artificial Intelligence (AAAI).
  

  @inproceedings{arous2021aaai,
    title={MARTA: Leveraging Human Rationales for Explainable Text Classification},
    author={Arous, Ines and Dolamic, Ljiljana and Yang, Jie and Bhardwaj, Akansha and Cuccu, Giuseppe and Cudr{\'e}-Mauroux, Philippe},
    booktitle={Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence},
    pages={5868--5876},
    year={2021},
    organization={AAAI}
  }
  

• [bib] Mourad Khayati, Ines Arous, Zakhar Tymchenko, and Philippe Cudré-Mauroux. ORBITS: Online Recovery of Missing Blocks in Multiple Time Series Streams. In Proceedings of the VLDB Endowment (VLDB).
  

  @inproceedings{khayati2021vldb,
    author = {Khayati, Mourad and Arous, Ines and Tymchenko, Zakhar and Cudr{\'{e}}{-}Mauroux, Philippe},
    title = {ORBITS: Online Recovery of Missing Blocks in Multiple Time Series Streams},
    booktitle = {Proceedings of the VLDB Endowment},
    volume = {14},
    number = {3},
    year = {2021},
  }
  

2020

• [bib] Ines Arous, Jie Yang, Mourad Khayati, and Philippe Cudré-Mauroux. OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation. In The Web Conference (WWW).
  

  @inproceedings{arous2020www,
    title={OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation},
    author={Arous, Ines and Yang, Jie and Khayati, Mourad and Cudr{\'e}-Mauroux, Philippe},
    booktitle={The World Wide Web Conference},
    pages={1851--1862},
    year={2020},
    organization={ACM}
  }
  

• [bib] Zeno Bardelli, Ines Arous, Philippe Cudré-Mauroux, Ljiljana Dolamic. SwissFinder: Identifying Swiss Websites from Unstructured Content. In The IEEE International Conference on Big Data (Big Data).
  

  @inproceedings{bardelli2020swissfinder,
    title={SwissFinder: Identifying Swiss Websites from Unstructured Content},
    author={Bardelli, Zeno and Arous, Ines and Cudr{\'e}-Mauroux, Philippe and Dolamic, Ljiljana},
    booktitle={2020 IEEE International Conference on Big Data (Big Data)},
    pages={5630--5632},
    year={2020},
    organization={IEEE}
  }
  

2019

• [bib] Ines Arous, Mourad Khayati, Philippe Cudré-Mauroux, Ying Zhang, Martin Kersten, and Svetlin Stalinlov. RecovDB: Accurate and Efficient Missing Blocks Recovery for Large Time Series. In The IEEE International Conference on Data Engineering (ICDE).
  

  @inproceedings{arous2019icde,
    title = {RecovDB: accurate and efficient missing blocks recovery for large time series},
    author = {Arous, Ines and Khayati, Mourad and Cudr{\'e}-Mauroux, Philippe and Zhang, Ying and Kersten, Martin and Stalinlov, Svetlin},
    booktitle = {Proceedings of the IEEE International Conference on Data Engineering (ICDE 2019). Demo Track},
    year = {2019},
    organization={IEEE}
  }