Table 9 All possible hyperparameters for approaches

From: Detecting stigmatizing language in clinical notes with large language models for addiction care

Approach Hyperparameter

Values

RAG Similarity Metrics (RAG only)

Cosine, Dot Product

Number of Context Entries (RAG only)

1, 3, 5 entries

Context Source (RAG and In-Context)

[6] NIDA Guidelines13, Systematic Review

Chunking Parameters

Chunk Size

None, 200, 1000 tokens

Overlap

None, 20, 100 tokens