Unverified50% confidenceFactExact time
Existing training-free text embedding methods almost exclusively focus on English, and multilingual scenarios have largely been neglected.
1
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50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
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UnverifiedEnglish content in mainstream large language model training corpora typically exceeds 50%, leading to significant performance gaps for non-English languages.72% similarUnverifiedA language model in the pre-training stage only learns to continue text and does not understand the concept of answering questions or following instructions72% similar
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