arXiv NLP research summaries for February 05, 2024.

Today's Research Themes (AI-Generated):

• Quantization of KV cache in LLMs for more efficient memory use and higher throughput.

• Research on incremental constituent parsers indicates strong adherence to incrementality across languages.

• Advances in optimizing tiny language models for improved performance on mobile devices.

• KS-Lottery approach identifies crucial fine-tuning parameters in multilingual LLMs for translation tasks.

• Integration of graphs with LLMs enhances performance in asynchronous plan reasoning tasks.