3 papers
cs.IR2026
Semantic Search At LinkedIn
Fedor Borisyuk, Sriram Vasudevan, Muchen Wu +71
Semantic search with large language models (LLMs) enables retrieval by meaning rather than keyword overlap, but scaling it requires major inference efficiency advances. We present…
cs.LG2025
Towards Characterizing Knowledge Distillation of PPG Heart Rate Estimation Models
Kanav Arora, Girish Narayanswamy, Shwetak Patel +1
Heart rate estimation from photoplethysmography (PPG) signals generated by wearable devices such as smartwatches and fitness trackers has significant implications for the health an…
cs.CL2025
Objective Metrics for Evaluating Large Language Models Using External Data Sources
Haoze Du, Richard Li, Edward Gehringer
Evaluating the performance of Large Language Models (LLMs) is a critical yet challenging task, particularly when aiming to avoid subjective assessments. This paper proposes a frame…