Publications

2026

1. Preprint’26

   

   Beyond Better Ideas: How Human-AI Collaboration Shapes Scientific Ideas and Human Perceptions

   Qian Chen, Saatvik Pradhan, Janice Ahn, Berk Atil, Angkai Li, Shijie Lu, Nobin Sarwar, and 3 more authors

   arXiv Bib PDF

   @misc{chen2026betterideas,
     title = {Beyond Better Ideas: How Human-AI Collaboration Shapes Scientific Ideas and Human Perceptions},
     author = {Chen, Qian and Pradhan, Saatvik and Ahn, Janice and Atil, Berk and Li, Angkai and Lu, Shijie and Sarwar, Nobin and Ulis, Michael and Wan, Ruyuan and Yin, Wenpeng},
     year = {2026},
     eprint = {2610.30568},
     archiveprefix = {arXiv},
     primaryclass = {cs.HC},
     url = {https://arxiv.org/abs/2610.30568},
     dimensions = {true}
   }

2. Preprint’26

   

   CulturalRiddles: A Multicultural Benchmark of Riddles

   My Chiffon Nguyen, Tianyi Hu, Vinod Anbalagan, Henry Gagnier, ..., Nobin Sarwar, ..., and 1 more author

   arXiv Bib PDF Code Website

   @misc{nguyen2026culturalriddles,
     title = {CulturalRiddles: A Multicultural Benchmark of Riddles},
     author = {Nguyen, My Chiffon and Hu, Tianyi and Anbalagan, Vinod and Gagnier, Henry and ... and Sarwar, Nobin and ... and Kreutzer, Julia},
     year = {2026},
     eprint = {2610.29968},
     archiveprefix = {arXiv},
     primaryclass = {cs.CL},
     url = {https://arxiv.org/abs/2610.29968},
     dimensions = {true},
   }

3. Preprint’26

   

   Last Translation Benchmark

   Vilém Zouhar, Niyati Bafna, ..., Nobin Sarwar, ..., and Yu Fan

   arXiv preprint arXiv:2609.04173

   arXiv Bib PDF Code Website

   @article{zouhar2026lasttranslation,
     title = {Last Translation Benchmark},
     author = {Zouhar, Vilém and Bafna, Niyati and ... and Sarwar, Nobin and ... and Fan, Yu},
     journal = {arXiv preprint arXiv:2609.04173},
     year = {2026},
     dimensions = {true},
   }

4. Preprint’26

   

   Pluralis v0.1: Towards a Multicultural, Multimodal, Multilingual Benchmark for AI Risk and Reliability

   Alicia Parrish, Rajat Shinde, ..., Nobin Sarwar, ..., and Lora Aroyo

   arXiv preprint arXiv:2607.06196

   arXiv Bib PDF

   @article{parrish2026pluralis,
     title = {Pluralis v0.1: Towards a Multicultural, Multimodal, Multilingual Benchmark for AI Risk and Reliability},
     author = {Parrish, Alicia and Shinde, Rajat and ... and Sarwar, Nobin and ... and Aroyo, Lora},
     journal = {arXiv preprint arXiv:2607.06196},
     year = {2026},
     dimensions = {true}
   }

5. NeurIPS’26

   

   CroissantMiner: Automated Extraction and Validation of Croissant Metadata for ML Datasets

   Berke Arda, Mubashara Akhtar, Ahmetcan Yavuz, Paul Gerry, Sebastian Lobentanzer, Nobin Sarwar, Joan Giner-Miguelez, and 3 more authors

   In Advances in Neural Information Processing Systems (Evaluations and Datasets Track)

   arXiv Bib PDF Code Website

   @inproceedings{arda2026croissantminer,
     title = {CroissantMiner: Automated Extraction and Validation of Croissant Metadata for ML Datasets},
     author = {Arda, Berke and Akhtar, Mubashara and Yavuz, Ahmetcan and Gerry, Paul and Lobentanzer, Sebastian and Sarwar, Nobin and Giner-Miguelez, Joan and Chen, Kongtao and Zhang, Luyao and Sachan, Mrinmaya},
     year = {2026},
     booktitle = {Advances in Neural Information Processing Systems (Evaluations and Datasets Track)},
     dimensions = {true},
     demo = {https://huggingface.co/spaces/bearda/croissantminer},
     dataset = {https://huggingface.co/datasets/croissantminer/croissantminer},
   }

6. NeurIPS’26

   

   Croissant Baker: Metadata Generation for Discoverable, Governable, and Reusable ML Datasets

   Rafi Al Attrach, Rajna Fani, Sebastian Lobentanzer, Joan Giner-Miguelez, Debanshu Das, Varuni H. K., Nobin Sarwar, and 13 more authors

   In Advances in Neural Information Processing Systems (Evaluations and Datasets Track)

   arXiv Bib PDF Code

   @inproceedings{attrach2026croissantbaker,
     title = {Croissant Baker: Metadata Generation for Discoverable, Governable, and Reusable ML Datasets},
     author = {Al Attrach, Rafi and Fani, Rajna and Lobentanzer, Sebastian and Giner-Miguelez, Joan and Das, Debanshu and H. K., Varuni and Sarwar, Nobin and Ghosh, Rajat and Archit, Anwai and Motghare, Surbhi and Parry, Christina Conrad and Oala, Luis and Grosso, Lara and Vanschoren, Joaquin and Vogler, Steffen and Goswami, Sujata and Rosenthal, Eric S. and Ghassemi, Marzyeh and McDermott, Matthew and Pollard, Tom},
     booktitle = {Advances in Neural Information Processing Systems (Evaluations and Datasets Track)},
     year = {2026},
     dimensions = {true},
   }

7. ACL’26

   

   Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks

   Nobin Sarwar, Shubhashis Roy Dipta, Zheyuan Liu, and Vaidehi Patil

   In Findings of the Association for Computational Linguistics: ACL 2026

   arXiv Bib PDF Code Website

   @inproceedings{sarwar-etal-2026-multimodal,
     title = {{Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks}},
     author = {Sarwar, Nobin and {Roy Dipta}, Shubhashis and Liu, Zheyuan and Patil, Vaidehi},
     booktitle = {Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026},
     year = {2026},
     month = jul,
     publisher = {Association for Computational Linguistics},
     dimensions = {true},
   }

2025

1. NeurIPS-W’25

   

   FedMentor: Domain-Aware Differential Privacy for Heterogeneous Federated LLMs in Mental Health

   Nobin Sarwar and Shubhashis Roy Dipta

   In GenAI4Health Workshop, NeurIPS

   arXiv Bib PDF Code Poster

   @inproceedings{sarwar2025fedmentor,
     title = {FedMentor: Domain-Aware Differential Privacy for Heterogeneous Federated LLMs in Mental Health},
     author = {Sarwar, Nobin and {Roy Dipta}, Shubhashis},
     booktitle = {GenAI4Health Workshop, NeurIPS},
     year = {2025},
     url = {https://genai4health.github.io/},
     dimensions = {true}
   }

2. ICCV-W’25

   

   FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA

   Nobin Sarwar

   In T2FM Workshop, ICCV

   arXiv Bib PDF Poster Slides

   @inproceedings{sarwar2025filterrag,
     title = {FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA},
     author = {Sarwar, Nobin},
     booktitle = {T2FM Workshop, ICCV},
     year = {2025},
     url = {https://t2fm-ws.github.io/T2FM-ICCV25/},
     dimensions = {true}
   }