Retrieving a semantically similar example and voting over paraphrased versions of it improves conversational emotion recognition macro F1 over random in-context examples.
1) Due to the restriction of GPU capacity, we chose to only experiment on Llama-3.1-8B- Instruct; more complex models should be investigated
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
How to Retrieve Examples in In-context Learning to Improve Conversational Emotion Recognition using Large Language Models?
Retrieving a semantically similar example and voting over paraphrased versions of it improves conversational emotion recognition macro F1 over random in-context examples.