šØ Key takeaway of a quick mastering Sentiment Analysis nowadays. Trough the questionare š of the past RuOpinoinNE-2024 competition we got insights and participants model preference chocies. Our main conclusion:
āØ The submissions of the top performed models exploit Few-shot learning for LLM.
Takeaway note comparing with the prior RuSentNE-2023 competition: š§ Reasoning in steps requires more actions for tweaking. Most recent solutions empowered with Chain-of-Thouhgt are tend to think too much. Earlier we might see improvements for the Flan-T5 (2.8B) in fine-tuned mode but not among the zero-shot approaches. nicolay-r/flan-t5-tsa-thor-xl