NLP

Diverse Languages of Innovation: Gender Differences in Patent Value Expressions

This study examines whether and how the gender composition of inventor teams is associated with differences in the articulation of …

Zhenyu Gou, Sergio Pelaez, Gunnar Sivertsen, Lin Zhang

Large-scale text analysis using generative language models: A case study in discovering public value expressions in AI patents

We put forward a novel approach using a generative language model (GPT-4) to produce labels and rationales for large-scale text …

Sergio Pelaez, Gaurav Verma, Barbara Ribeiro, Philip Shapira