arXiv NLP research summaries for February 19, 2024.

Today's Research Themes (AI-Generated):

• Modularized networks enhance few-shot hateful meme detection through Low-rank adaptation (LoRA) modules.

• Comprehensive evaluation of interpretability in large language models goes beyond faithfulness to examine robustness and utility.

• M2K-VDG framework tackles hallucinations in video-grounded dialogue generation by identifying multimodal knowledge anchor tokens.

• Evaluating the potential of LLMs as emotional supporters for queer youth, highlighting challenges in empathetic and personalized responses.

• Reverse prompt contrastive decoding (ROSE) boosts the safety of instruction-tuned LLMs without additional training.