Ep. 116 - January 18, 2024

arXiv NLP research summaries for January 18, 2024. Today's Research Themes (AI-Generated): • Leveraging inherent biases in LLMs as features for few-shot learning performance enhancement • Exploring improved methods for crowdsourced data annotation quality via LLMs and hybrid aggregation • Advancing techniques for converting polar question-answer pairs into factual statements for broader applications • Developing models for named entity disambiguation in the context of regular polysemy • Innovating adversarial attack methods by iteratively rewriting prompts using LLMs themselves