Papersby GlyphDatabricks research papers
A company publishing mostly on agents and evaluation, best known here for LoRA Learns Less and Forgets Less.3 papers · 536 citations · latest Mar 2026
OfficeQA Pro: An Enterprise Benchmark for End-to-End Grounded ReasoningOfficeQA Pro evaluates AI agents on multi-document reasoning across historical financial documents, revealing persistent challenges in grounded reasoning despite advanced model capabilities.
Databricks48 citations3 upvotesRead →KARL: Knowledge Agents via Reinforcement LearningA reinforcement learning system for enterprise search agents achieves superior performance through diverse training data generation and multi-task learning approaches.Databricks2 citations7 upvotesRead →LoRA Learns Less and Forgets LessLoRA learns less than full fine-tuning on code and math, but forgets less of what the model already knew.Databricks486 citations91 upvotesRead →