Sidhaarth Murali

Carnegie Mellon University

CMU Machine Learning

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Recommendation & Information Retrieval (1)Scalable Oversight & Alignment Theory (1)Tool Use & Agents (1)

Frequent co-authors

João Coelho (1)Jingjie Ning (1)João Magalhães (1)Bruno Martins (1)

Papers (1)

Jun 15, 2026

CMU MLJun 15, 2026·also NOVA LINCS, NOVA School of Science and Technology, University of Lisbon

Beyond Parallel Sampling: Diverse Query Initialization for Agentic Search

Diminishing returns in parallel sampling can be overcome by generating diverse initial queries, leading to substantial performance gains in multi-hop question answering.

Sidhaarth Murali, João Coelho, Jingjie Ning +3

Recommendation & Information Retrieval Scalable Oversight & Alignment Theory Tool Use & Agents