2 papers
cs.AI2026
AgentWeave: Routing Before Reasoning for Efficient Function Calling in Tool-Rich Language Models
Saurav Singla, Aarav Singla, Advik Gupta +1
Large language models increasingly operate over large collections of tools, functions, APIs, and specialized agents. As the candidate action space grows, a function-calling model m…
cs.CL2025
Anomaly Detection in Human Language via Meta-Learning: A Few-Shot Approach
Saurav Singla, Aarav Singla, Advik Gupta +1
We propose a meta learning framework for detecting anomalies in human language across diverse domains with limited labeled data. Anomalies in language ranging from spam and fake ne…