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#zero-shot prompting

Enhancing Sentiment Classification and Irony Detection in Large Language Models through Advanced Prompt Engineering Techniques

Marvin Schmitt, Anne Schwerk et al.Jan 13arXiv

Giving large language models a few good examples and step-by-step instructions can make them much better at spotting feelings in text.

#prompt engineering#few-shot learning#chain-of-thought

Why LLMs Aren't Scientists Yet: Lessons from Four Autonomous Research Attempts

Dhruv Trehan, Paras ChopraJan 6arXiv

The authors built a simple six-agent system to see if today’s AI models could plan, run, and write a research paper mostly on their own.

#autonomous research pipeline#implementation drift#training data bias