most citedACT-Tensor: Tensor Completion Framework for Financial Dataset Imputation

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cs.CL2026

YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition

PSBC LLM Team, Huawei LLM Team, Ruihan Long +56

Large language models (LLMs) drive significant financial innovations, yet their high-concurrency deployment is severely bottlenecked by KV cache memory overhead, which inflates inf…

cs.CL2025

LinguaSynth: Heterogeneous Linguistic Signals for News Classification

Duo Zhang, Junyi Mo

Deep learning has significantly advanced NLP, but its reliance on large black-box models introduces critical interpretability and computational efficiency concerns. This paper prop…