Publications

2026

MADE: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events Raunak Agarwal, Markus A. Wenzel, Simon Baur, Jonas Zimmer, George Harvey, Jackie Ma ACL 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics paper code dataset demo write-up

bibtex

@inproceedings{agarwal-etal-2026-made,
    title = "{MADE}: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events",
    author = "Agarwal, Raunak  and
      Wenzel, Markus A.  and
      Baur, Simon  and
      Zimmer, Jonas  and
      Harvey, George  and
      Ma, Jackie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.acl-long.2148/",
    doi = "10.18653/v1/2026.acl-long.2148",
    pages = "46308--46328",
    ISBN = "979-8-89176-390-6"
}

2024

Zero-shot Factual Consistency Evaluation Across Domains Raunak Agarwal Preprint · arXiv:2408.04114 [cs.CL] arxiv

bibtex

@misc{agarwal2024zeroshotfactualconsistencyevaluation,
      title={Zero-shot Factual Consistency Evaluation Across Domains},
      author={Raunak Agarwal},
      year={2024},
      eprint={2408.04114},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2408.04114},
}

2021

Exploring Argument Retrieval for Controversial Questions Using Retrieve and Re-rank Pipelines Raunak Agarwal, Andrei Koniaev, Robin Schaefer CLEF 2021 · Working Notes of the Conference and Labs of the Evaluation Forum · CEUR Workshop Proceedings pdf anthology

bibtex

@inproceedings{agarwal-2021-exploring,
  author    = {Raunak Agarwal and
               Andrei Koniaev and
               Robin Schaefer},
  editor    = {Guglielmo Faggioli and
               Nicola Ferro and
               Alexis Joly and
               Maria Maistro and
               Florina Piroi},
  title     = {{Exploring Argument Retrieval for Controversial Questions Using Retrieve and Re-rank Pipelines}},
  booktitle = {{Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021}},
  series    = {CEUR Workshop Proceedings},
  volume    = {2936},
  pages     = {2285--2291},
  publisher = {CEUR-WS.org},
  year      = {2021},
  url       = {https://ceur-ws.org/Vol-2936/paper-206.pdf}
}