Sam Havens

According to our database, Sam Havens authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

OfficeQA Pro: An Enterprise Benchmark for End-to-End Grounded Reasoning.

Krista Opsahl-Ong, Arnav Singhvi, Jasmine Collins, Ivan Zhou, Cindy Wang, Ashutosh Baheti, Owen Oertell, Jacob Portes, Sam Havens, Erich Elsen, Michael Bendersky, Matei Zaharia, Xing Chen

CoRR, March, 2026

KARL: Knowledge Agents via Reinforcement Learning.

Jonathan D. Chang, Andrew Drozdov, Shubham Toshniwal, Owen Oertell, Alexander Trott, Jacob P. Portes, Abhay Gupta, Pallavi Koppol, Ashutosh Baheti, Sean Kulinski, Ivan Zhou, Irene Dea, Krista Opsahl-Ong, Simon Favreau-Lessard, Sean Owen, Jose Javier Gonzalez Ortiz, Arnav Singhvi, Xabi Andrade, Cindy Wang, Kartik Sreenivasan, Sam Havens, Jialu Liu, Peyton DeNiro, Wen Sun, Michael Bendersky, Jonathan Frankle

CoRR, March, 2026

2025

FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents.

Nandan Thakur, Jimmy Lin, Sam Havens, Michael Carbin, Omar Khattab, Andrew Drozdov

CoRR, April, 2025

2024

LoRA Learns Less and Forgets Less.

Dan Biderman, Jacob P. Portes, Jose Javier Gonzalez Ortiz, Mansheej Paul, Philip Greengard, Connor Jennings, Daniel King, Sam Havens, Vitaliy Chiley, Jonathan Frankle, Cody Blakeney, John Patrick Cunningham

Trans. Mach. Learn. Res., 2024

Long Context RAG Performance of Large Language Models.

Quinn Leng, Jacob P. Portes, Sam Havens, Matei Zaharia, Michael Carbin

CoRR, 2024

2023

LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms.

Aditi Jha, Sam Havens, Jeremy Dohmann, Alex Trott, Jacob P. Portes

CoRR, 2023

MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining.

Jacob P. Portes, Alexander Trott, Sam Havens, Daniel King, Abhinav Venigalla, Moin Nadeem, Nikhil Sardana, Daya Khudia, Jonathan Frankle

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023