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cs.AI2026
CoDA: Towards Effective Cross-domain Knowledge Transfer via CoT-guided Domain Adaptation
Jianzhi Yan, Le Liu, Buzhou Tang +3
Large language models (LLMs) have achieved substantial advances in logical reasoning, yet they continue to lag behind human-level performance. In-context learning provides a viable…
cs.AI2025
FinMaster: A Holistic Benchmark for Mastering Full-Pipeline Financial Workflows with LLMs
Junzhe Jiang, Chang Yang, Aixin Cui +6
Financial tasks are pivotal to global economic stability; however, their execution faces challenges including labor intensive processes, low error tolerance, data fragmentation, an…