Papers with Chain-of-Thought prompting of large language models
Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning (2024.eacl-long)
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| Challenge: | a method for Discovering and Articulating FoCs is proposed . 86.2% of the FoC encoded by communication experts were also uncovered . |
| Approach: | They propose a method for Discovering and Articulating FoCs that uses Chain-of-Thought prompting and In-Context Active Curriculum Learning to uncover FoC. |
| Outcome: | The proposed method uncovered 86.72% of the FoCs encoded by communication experts on the same reference dataset. |