Amrutha Ramesh

Publications

DRBench: A Realistic Benchmark for Enterprise Deep Research. Amirhossein Abaskohi, Tianyi Chen, Miguel Muñoz-Mármol, Curtis Fox, Amrutha Ramesh, Étienne Marcotte, Xing Han Lu, Nicolas Chapados, Spandana Gella, Christopher Pal, Alexandre Drouin, Issam H. Laradji. At International Conference on Learning Representations, 2026.

AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discovery. Amirhossein Abaskohi, Amrutha Ramesh, Shailesh Nanisetty, Chirag Goel, David Vazquez, Christopher Pal, Spandana Gella, Giuseppe Carenini, Issam H. Laradji. At Workshop at the Annual Meeting of the Association for Computational Linguistics (ACL), 2025.

BlockLLM: Memory-Efficient Adaptation of LLMs by Selecting and Optimizing the Right Coordinate Blocks. Issam H. Laradji, Amrutha Ramesh, Mark Schmidt. At Workshop at the Neural Information Processing Systems (NeurIPS), 2024.