主动学习省49%重训时间，ICL提准15.9%

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• Data Efficient Sample Selection for In-Context Learning score 4
  关键词(2): fine-tuning, open-source；顶会接收: EMNLP
• Event Interaction in Low-Rank Bottlenecks for Temporal Relation Extraction score 4
  机构: MIT；关键词(2): lightweight, fine-tuning
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  关键词(2): fine-tuning, fine-tune；顶会接收: EMNLP
• Cross-Lingual Representation Alignment by Token-Level Optimal Transport in a Language-Agnostic Space score 3
  顶会接收: EMNLP
• MARBO: Relational Belief Grounding for LLM Agents in Social Deduction Games score 3
  顶会接收: EMNLP
• Multi-History-Step SDE Inversion for Image Editing with Superior Regional Awareness score 3
  顶会接收: ECCV