works on
few-shot learning 1large language models 1machine translation 1multilingual translation 1prompt engineering 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CL2026

Evaluating Prompt Scope and Demonstration Similarity in Local LLM Machine Translation

Mihael Arcan

The paper studies how different prompt scopes (single vs. family-wide) and demonstration selection methods (random, lexical, embedding similarity) affect the translation quality of…