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Demand Estimation with Text and Image Data

The RAND Journal of Economics, EarlyView.
ABSTRACT We propose a demand estimation approach that leverages unstructured data to infer substitution patterns. Using pre‐trained deep learning models, we extract embeddings from product images and textual descriptions and incorporate them into a mixed logit demand model.
Giovanni Compiani, Ilya Morozov, Stephan Seiler +2 more
wiley +1 more source

A “Tech First” Approach to Foreign Policy? The Three Meanings of Tech Diplomacy

Global Policy, EarlyView.
ABSTRACT Scholars have recently argued that international politics is plagued by instability as the world rapidly transitions from one crisis to another. This state of “Permacrisis,” or permanent crises between states, is driven by technological innovations which create new kinds of crises and drive competitions between adversarial states.
Ilan Manor
wiley +1 more source

Semantic Representations Are Updated Across the Lifespan Reflecting Diachronic Language Change. [PDF]

Open Mind (Camb)
Cain E, Ryskin R.
europepmc +1 more source

How social-emotional learning promotes reading achievement? A systematic review of mechanisms and instructional design. [PDF]

Front Psychol
Hua L, Zhang Z, Wang H.
europepmc +1 more source

Reimagining the 'Lost' narratives of advanced dementia through literature and critical fabulation. [PDF]