WeightGrad: Geo-Distributed Data Analysis Using Quantization for Faster Convergence and Better Accuracy. - Syeda Nahida Akter; Muhammad Abdullah Adnan (KDD, 2020)

Difference-Masking: Choosing What to Mask in Continued Pretraining. - Alex Wilf; Syeda Nahida Akter; Leena Mathur; Paul Pu Liang; Sheryl Mathew; Mengrou Shou; Eric Nyberg; Louis-Philippe Morency (EMNLP (Findings), 2023)

An In-depth Look at Gemini's Language Abilities. - Syeda Nahida Akter; Zichun Yu; Aashiq Muhamed; Tianyue Ou; Alex Bäuerle; Ángel Alexander Cabrera; Krish Dholakia; Chenyan Xiong; Graham Neubig (CoRR, 2023)

VISREAS: Complex Visual Reasoning with Unanswerable Questions. - Syeda Nahida Akter; Sangwu Lee; Yingshan Chang; Yonatan Bisk; Eric Nyberg (ACL (Findings), 2024)

Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination. - Syeda Nahida Akter; Aman Madaan; Sangwu Lee; Yiming Yang; Eric Nyberg (CoRR, 2024)

MIND: Math Informed syNthetic Dialogues for Pretraining LLMs. - Syeda Nahida Akter; Shrimai Prabhumoye; John Kamalu; Sanjeev Satheesh; Eric Nyberg; Mostofa Patwary; Mohammad Shoeybi; Bryan Catanzaro (ICLR, 2025)

Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning. - Syeda Nahida Akter; Shrimai Prabhumoye; Matvei Novikov; Seungju Han 002; Ying Lin; Evelina Bakhturina; Eric Nyberg; Yejin Choi 001; Mostofa Patwary; Mohammad Shoeybi; Bryan Catanzaro (CoRR, 2025)

Llama-Nemotron: Efficient Reasoning Models. - Akhiad Bercovich; Itay Levy; Izik Golan; Mohammad Dabbah; Ran El-Yaniv; Omri Puny; Ido Galil; Zach Moshe; Tomer Ronen; Najeeb Nabwani; Ido Shahaf; Oren Tropp; et al. (CoRR, 2025)