arXiv NLP research summaries for May 23, 2024.

Today's Research Themes (AI-Generated):

• Exploring efficient model scaling with Super Tiny Language Models, significantly reducing parameters while maintaining performance.

• Advancing unsupervised adaptation in speech recognition with Self-TAught Recognizer, achieving robustness across diverse domains.

• Introducing Large Language Models-guided adaptation for Temporal Knowledge Graph Reasoning, offering interpretable and dynamically updated reasoning.

• Assessing the impact of inflectional endings in morphological analysis for the Uzbek language, enhancing word-level accuracy.

• Investigating universal goal hijacking in LLMs with Semantic-guided Prompt Organization, confirming model vulnerability to targeted responses.