arXiv NLP research summaries for February 15, 2024.

Today's Research Themes (AI-Generated):

• Exploring cost-effective prompt learning under budget constraints for LLMs with TRIPLE framework.

• Enhancing non-autoregressive machine translation through error exposure and consistency regularization.

• ReadAgent, inspired by human reading, extends context length for LLMs up to 20x on comprehension tasks.

• Investigating LLMs' knowledge of and response to hallucination through empirical analysis of hidden states.

• Align before Attend approach improves multimodal hateful content detection in different languages.