Add Method Card

README.md

@@ -38,6 +38,33 @@ Same train/val/test as fine-tuning; we report metrics/CMs and discuss quality/la
 - Adaptive one-shot: retrieve most similar train example and include it as exemplar.
 - Adaptive 5-shot: retrieve top-5 similar exemplars.
 
+## Prompt Templates
+**Zero-shot**
+You are a concise sentiment classifier.
+Decide if the following football-related sentence is positive or negative.
+Only answer with a single word: "positive" or "negative".
+
+Sentence: "text"
+Answer:
+
+**Adaptive One-shot**
+You are a concise sentiment classifier for football news.
+Decide if each sentence is positive or negative. Only answer with one word.
+
+Example:
+Sentence: "ex_text"
+Label: "ex_label"
+
+Now classify the target sentence.
+Sentence: "text"
+Answer:
+
+**Adaptive K-shot (e.g., K=5)**
+You are a concise sentiment classifier for football news.
+Decide if the sentence is positive or negative. Only answer with one word.
+examples: []
+Sentence: "text"
+Answer:
 
 
 ## Evaluation Protocol