The NOWJ team's multi-stage pipelines took first place in COLIEE 2026 legal case retrieval and statute-law entailment, while its dynamic difficulty-routing idea beat baselines on old data but lost on the official blind test.
Luu, Nguyen- Hoang Chu, Trung Vo, and Le-Minh Nguyen
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NOWJ@COLIEE 2026: Adaptive Pipelines for Legal Retrieval and Reasoning
The NOWJ team's multi-stage pipelines took first place in COLIEE 2026 legal case retrieval and statute-law entailment, while its dynamic difficulty-routing idea beat baselines on old data but lost on the official blind test.