@article{improvingmultilingualcapabilitieswith, title = {Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance}, author = {Ram Mohan Rao Kadiyala and Siddartha Pullakhandam and Siddhant Gupta and Drishti Sharma and Jebish Purbey and Kanwal Mehreen and Muhammad Arham and Hamza Farooq}, year = {2025}, eprint = {2504.09753}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.09753v2}, }