An LLM-based pipeline turns 20 years of PNAS engineering abstracts into sixteen interpretable topics and maps cross-topic links from full text, claiming to rediscover the journal's own dual-classification structure.
Public Communication of Science in Blogs: Recontextualizing Scientific Discourse for a Diversified Audience.Written Communication, 30(4):428–457, 2013
1 Pith paper cite this work, alongside 202 external citations. Polarity classification is still indexing.
1
Pith paper citing it
202
external citations · OpenAlex
fields
cs.DL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Mapping Scientific Literature with Large Language Models and Topic Modeling
An LLM-based pipeline turns 20 years of PNAS engineering abstracts into sixteen interpretable topics and maps cross-topic links from full text, claiming to rediscover the journal's own dual-classification structure.