Measuring the Growth of Ideas in a Title Corpus

Beyond bibliometrics, there is interest in characterizing the evolution of the number of ideas in scientific papers, or more generally, exploring the progress of science. We use various tokenization and phrase extraction strategies combined with lexical diversity metrics to analyze titles in our corpus. We compared four lexical diversity metrics for each corpora variants, to look for indications that new concepts might be emerging over time.