Franken-Adapter swaps in newly trained multilingual word embeddings into an instruction-tuned LLM to enable zero-shot cross-lingual transfer, improving performance by up to 20% across 96 languages.
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Franken-Adapter: Cross-Lingual Adaptation of LLMs by Embedding Surgery
Franken-Adapter swaps in newly trained multilingual word embeddings into an instruction-tuned LLM to enable zero-shot cross-lingual transfer, improving performance by up to 20% across 96 languages.