7 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Mitigating Premature Exploitation in Particle-based Monte Carlo for Inference-Time Scaling
Giorgio Giannone, Guangxuan Xu, Nikhil Shivakumar Nayak +4
Inference-Time Scaling (ITS) improves language models by allocating more computation at generation time. Particle Filtering (PF) has emerged as a strong ITS method for complex math…
cs.IR2023★ 7 cited
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents
Shreya Saxena, Raj Sangani, Siva Prasad +4
Recent advances in the healthcare industry have led to an abundance of unstructured data, making it challenging to perform tasks such as efficient and accurate information retrieva…