RESEARCH PROJECT

BATCHER: Cost-Effective LLM Inference for Entity Resolution

BATCHER: Cost-Effective LLM Inference for Entity Resolution

Project Lead; First Author · ICDE 2024

  • BATCHER: Developed coverage-based demonstration selection and token-aware batch allocation; batch prompting reduced API cost by 4–7× versus standard prompting across eight ER datasets.

fmh1art/BatchER — 12 GitHub stars, checked 2026-09-29.