APA (7th ed.) Citation

Mukherjee, S., Yuan, L., Jayasinha, P., Hakkani-Tür, D., & Peng, H. (2026). Do We Need Adam? Surprisingly Strong and Sparse Reinforcement Learning with SGD in LLMs.

Chicago Style (17th ed.) Citation

Mukherjee, Sagnik, Lifan Yuan, Pavan Jayasinha, Dilek Hakkani-Tür, and Hao Peng. Do We Need Adam? Surprisingly Strong and Sparse Reinforcement Learning with SGD in LLMs. 2026.

MLA (9th ed.) Citation

Mukherjee, Sagnik, et al. Do We Need Adam? Surprisingly Strong and Sparse Reinforcement Learning with SGD in LLMs. 2026.

Warning: These citations may not always be 100% accurate.