Experiments show domain match and language relatedness drive knowledge transfer in multilingual MT more than vocabulary overlap.
Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages
2 Pith papers cite this work. Polarity classification is still indexing.
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SLO-Guard, a crash-aware two-phase autotuner for vLLM serving, achieves no best-latency improvement over random search but demonstrates more consistent budget allocation across 150 trials on Qwen2-1.5B/A100.
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The Impact of Vocabulary Overlaps on Knowledge Transfer in Multilingual Machine Translation
Experiments show domain match and language relatedness drive knowledge transfer in multilingual MT more than vocabulary overlap.
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Copy First, Translate Later: Interpreting Translation Dynamics in Multilingual Pretraining
SLO-Guard, a crash-aware two-phase autotuner for vLLM serving, achieves no best-latency improvement over random search but demonstrates more consistent budget allocation across 150 trials on Qwen2-1.5B/A100.