arXiv NLP research summaries for January 12, 2024.

Today's Research Themes (AI-Generated):

• Investigating the impact of persuasive language on breaching AI safety protocols.

• Enhancing aspect sentiment analysis with adaptive data augmentation to balance dataset inequalities.

• Improving neural machine translation by identifying and removing mistranslations from training datasets.

• Bridging the gap between synthetic and human-written questions for visual question answering models.

• Analyzing how pretraining data filters shape large language models and their social implications.