2 papers
cs.AI2025
Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces
Shreyas Rajesh, Pavan Holur, Chenda Duan +2
Large Language Models (LLMs) face fundamental challenges in long-context reasoning: many documents exceed their finite context windows, while performance on texts that do fit degra…
cs.CL2024
Creating an AI Observer: Generative Semantic Workspaces
Pavan Holur, Shreyas Rajesh, David Chong +1
An experienced human Observer reading a document -- such as a crime report -- creates a succinct plot-like comprising different actors, their prototyp…