The Role of Language Models in Recommendations

semantic scholar looks at the paper similarity based on cyber, a model trained on scientific text. Most of our users are able to get a highly relevant feed within about by rating between three and five papers. If you have a very specific narrow interest, you might need to rate more papers before your feed becomes highly, highly relevant. But in most cases, it takes a minute or two to identify three to five papers that match your interest.