2 papers
cs.AI2026
SideQuest: Model-Driven KV Cache Management for Long-Horizon Agentic Reasoning
Sanjay Kariyappa, G. Edward Suh
Long-running agentic tasks, such as deep research, require multi-hop reasoning over information distributed across multiple webpages and documents. In such tasks, the LLM context i…
cs.CL2025
Interpretable LLM-based Table Question Answering
Giang Nguyen, Ivan Brugere, Shubham Sharma +3
Interpretability in Table Question Answering (Table QA) is critical, especially in high-stakes domains like finance and healthcare. While recent Table QA approaches based on Large…