@inproceedings{balaji-etal-2026-irel, title = "{IR}e{L}{\_}{IIT}({BHU})@{LTEDI} 2026: Fine-Tuning Instruction-Tuned Transformers for Gender-Inclusive Rewriting and Counterfactual Bias Mitigation", author = "Balaji, Anurag and Mukherjee, Arjun and Tewari, Krishna and Pal, Sukomal", editor = "Chakravarthi, Bharathi Raja and B, Bharathi and Buitelaar, Paul and Thenmozhi, Durairaj and Garc{\'i}a Cumbreras, Miguel {\'A}ngel and Jim{\'e}nez Zafra, Salud Mar{\'i}a", booktitle = "Proceedings of the Sixth Workshop on Language Technology for Equality, Diversity, Inclusion", month = jul, year = "2026", address = "Virtual (Online)", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.ltedi-1.20/", pages = "182--187", ISBN = "979-8-89176-424-8" }