@inproceedings{kolluri2026pruning, author = {Kolluri, G.P.K.B. and Kampouridis, M. and Shekhar, R.}, title = {{Pruning for Efficiency, Paying in Fairness: Demographic Disparities in Pruned Speech-LLMs}}, booktitle = {Proceedings of the IMPACT-SPEECH Workshop: Identifying, Measuring, Preventing, and Assessing Consequences of Bias in Speech LLMs}, publisher = {Association for Computational Linguistics}, pages = {67--80}, year = {2026}, doi = {10.18653/2026.impactspeech-1.7}, url = {https://kampouridis.net/papers/2026.impactspeech-1.7.pdf}, }