Atreya Ghosal

Research Interests

Publications

• Fateme Hashemi Chaleshtori, Atreya Ghosal, Alexander Gill, Purbid Bambroo, and Ana Marasović. 2024. On Evaluating Explanation Utility for Human-AI Decision Making in NLP. arXiv preprint arXiv:2407.03545. [link to paper] [bib entry]

  @article{chaleshtori2024on-evaluating,
    author = {Chaleshtori, Fateme Hashemi and Ghosal, Atreya and Gill, Alexander and Bambroo, Purbid and Marasovi{\'c}, Ana},
    title = {On Evaluating Explanation Utility for Human-AI Decision Making in NLP},
    journal = {arXiv preprint arXiv:2407.03545},
    year = {2024}
  }
  

• Fateme Hashemi Chaleshtori, Atreya Ghosal, and Ana Marasovic. 2023. On Evaluating Explanation Utility for Human-AI Decision-Making in NLP. In XAI in Action: Past, Present, and Future Applications. [link to paper] [bib entry]

  @inproceedings{chaleshtori2023on-evaluating,
    author = {Chaleshtori, Fateme Hashemi and Ghosal, Atreya and Marasovic, Ana},
    title = {On Evaluating Explanation Utility for Human-{AI} Decision-Making in {NLP}},
    booktitle = {XAI in Action: Past, Present, and Future Applications},
    year = {2023}
  }
  

• Vivek Gupta, Riyaz A Bhat, Atreya Ghosal, Manish Shrivastava, Maneesh Singh, and Vivek Srikumar. 2022. Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning. Transactions of the Association for Computational Linguistics, 10. [link to paper] [bib entry]

  @article{gupta2022is-my-model,
    author = {Gupta, Vivek and Bhat, Riyaz A and Ghosal, Atreya and Shrivastava, Manish and Singh, Maneesh and Srikumar, Vivek},
    title = {{Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning}},
    journal = {Transactions of the Association for Computational Linguistics},
    year = {2022},
    volume = {10}
  }