Headlines You Won't Forget: Can Pronoun Insertion Increase Memorability?

arXiv:2604.19189v1 Announce Type: new Abstract: For news headlines to influence beliefs and drive action, relevant information needs to be retained and retrievable from memory. In this probing study we draw on experiment designs from cognitive psychology to examine how a specific linguistic feature, namely direct address through first- and second-person pronouns, affects memorability and to what extent it is feasible to use large language models for the targeted insertion of such a feature into existing text without changing its core meaning. Across three controlled memorization experiments with a total of 240 participants, yielding 7,680 unique memory judgments, we show that pronoun insertion has mixed effects on memorability. Exploratory analyses indicate that effects differ based on headline topic, how pronouns are inserted and their immediate contexts. Additional data and fine-grained analysis is needed to draw definitive conclusions on these mediating factors. We further show that automatic revisions by LLMs are not always appropriate: Crowdsourced evaluations find many of them to be lacking in content accuracy and emotion retention or resulting in unnatural writing style. We make our collected data available for future work.

Related

• Measuring the Gap Between Media Coverage and Public Information Demand: Evidence from the 2026 Lebanon Conflict
• CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics
• Semantic Density Effect (SDE): Maximizing Information Per Token Improves LLM Accuracy
• Comparing Human and Large Language Model Interpretation of Implicit Information

Source: arXiv cs.CL | 2026-04-22