Yunsu Kim
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126
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NLP×1AI×1
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2026
Understanding LLM Behavior in Multi-Target Cross-Lingual Summarization
The paper introduces a new benchmark for multi-target cross-lingual summarization (MTXLS) and proposes an activation steering method that significantly improves LLM performance by guiding the generation process using English representations.
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Papers
cs.CLcs.AIRecentMay 31, 2026
Understanding LLM Behavior in Multi-Target Cross-Lingual Summarization
Sangwon Ryu, Yihong Liu, Mingyang Wang, Yunsu Kim +3 more
The paper introduces a new benchmark for multi-target cross-lingual summarization (MTXLS) and proposes an activation steering method that significantly improves LLM performance by guiding the generati…
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