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LEGO is proposed, a dual-module framework that synergizes Legal Expert GraphRAG and expert Chain-of-thought for complex legal reasoning that achieves the best results among the evaluated baselines on the open-ended benchmarks.
TransRetrieval is presented, a Transformer-based retrieval framework that scales with both computational budget and cross-domain data and introduces weighted average aggregation, which restores the homogeneous-token assumption Transformers rely on, and target token compression that cuts per-candidate FLOPs while preser...
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