STARS combines LLM chain-of-thought extraction with Sentence-BERT ranking and reports precision gains over single-prompt, CoT-only, OpenAI-scored, and TF-IDF baselines on a Crunchbase-derived company-technology dataset.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IR 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Technology Mapping with Large Language Models
STARS combines LLM chain-of-thought extraction with Sentence-BERT ranking and reports precision gains over single-prompt, CoT-only, OpenAI-scored, and TF-IDF baselines on a Crunchbase-derived company-technology dataset.