2 papers
cs.AI2026
State Compression in Two-Agent LLM Relays: A Closed-World Study of Constraint Preservation
Anantha Sharma, Sheeba Elizabeth John, Kaarthik Senthil Kumar +1
Long-running Large Language Model (LLM)-based agents often accumulate large intermediate traces containing audits, eliminations, and numeric calculations. In practice, this state i…
cs.IR2024
Mitigating Hallucination with ZeroG: An Advanced Knowledge Management Engine
Anantha Sharma, Sheeba Elizabeth John, Fatemeh Rezapoor Nikroo +3
The growth of digital documents presents significant challenges in efficient management and knowledge extraction. Traditional methods often struggle with complex documents, leading…