arXiv NLP research summaries for February 09, 2024.

Today's Research Themes (AI-Generated):

• Evolution and Limitations of Large Language Models (LLMs) discussed in a comprehensive survey.

• LLMs exhibit a 'Generative AI Paradox' in evaluation tasks, questioning their reliability as unbiased evaluators.

• Promising advancements in Instruction Tuning via a unified Causal View approach to improve zero-shot capabilities in NLP.

• ResumeFlow presents an LLM-facilitated tool for personalized resume generation, showcasing practical LLM applications.

• Introducing InternLM-Math, an open-source math LLM for enhancing verifiable reasoning in mathematical problem-solving.