Work

  1. Aligned Probing: Relating Toxic Behavior and Model Internals Code
    Andreas Waldis, Vagrant Gautam, Anne Lauscher, Dietrich Klakow, Iryna Gurevych.
    Preprint, 2025.
  2. Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? Code
    Vagrant Gautam, Eileen Bingert, Dawei Zhu, Anne Lauscher, Dietrich Klakow.
    Transactions of ACL, 2024.
  3. WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical Case Code
    Vagrant Gautam, Julius Steuer, Eileen Bingert, Ray Johns, Anne Lauscher, Dietrich Klakow.
    Workshop on Computational Models of Reference, Anaphora and Coreference, 2024.
  4. From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP Code
    Marius Mosbach, Vagrant Gautam*, Tomás Vergara-Browne*, Dietrich Klakow, Mor Geva.
    EMNLP, 2024.
  5. Understanding "Democratization" in NLP and ML Research Code
    Arjun Subramonian*, Vagrant Gautam*, Dietrich Klakow, Zeerak Talat.
    EMNLP, 2024.
  6. Stop! In the Name of Flaws: Disentangling Personal Names and Sociodemographic Attributes in NLP
    Vagrant Gautam, Arjun Subramonian, Anne Lauscher, Os Keyes.
    Workshop on Gender Bias in Natural Language Processing, 2024.
  7. The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis Code
    Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach.
    Findings of ACL, 2024.
  8. What explains the success of cross-modal fine-tuning with ORCA?
    Paloma García De Herreros*, Vagrant Gautam*, Philipp Slusallek, Dietrich Klakow, Marius Mosbach.
    Workshop on Insights from Negative Results in NLP, 2024.
  9. A Lightweight Method to Generate Unanswerable Questions in English Code Blog
    Vagrant Gautam, Miaoran Zhang, Dietrich Klakow.
    Findings of EMNLP, 2023.
  10. Factoring the Matrix of Domination: A Critical Review and Reimagination of Intersectionality in AI Fairness Blog
    Anaelia Ovalle, Arjun Subramonian, Vagrant Gautam, Gilbert Gee, Kai-Wei Chang.
    AIES, 2023.
  11. Avengers, Ensemble! Benefits of ensembling in grapheme-to-phoneme prediction
    Vagrant Gautam, Wang Yau Li, Zafarullah Mahmood, Fred Mailhot, Shreekantha Nadig, Riqiang Wang, Nathan Zhang.
    SIGMORPHON Workshop, 2021.
  12. The Gender Gap Tracker: Using Natural Language Processing to measure gender bias in media Code
    Fatemeh Torabi Asr, Mohammad Mazraeh, Alexandre Lopes, Vagrant Gautam, Junette Gonzales, Prashanth Rao, Maite Taboada.
    PLOS One, 2021.

Where I've worked