Noah Dasanaike

Pre-Trained Language Models as Zero-Shot Tools for Social Science Research

EnsembleLink, an algorithm that uses pre-trained embeddings alongside string-based scorers to retrieve a short list of candidates and then identify the likeliest matches, is introduced, an algorithm that matches or exceeds the performance of most prior approaches while generalizing across scripts and formats that those...