#financial NLP

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2 papers match

cs.CL2026

APEX-Accounting

Julien Benchek, Austin Bennett, Jasmin Kern +8

The paper presents APEX-Accounting, a benchmark for evaluating how well advanced language models can perform real accounting tasks such as reconciliation, expense accrual, transact…

#accounting automation#benchmark#large language models#evaluation metrics

cs.AI2026

Measurement Risk in Supervised Financial NLP: Rubric and Metric Sensitivity on JF-ICR

Sidi Chang, Peiying Zhu, Yuxiao Chen +1

The paper investigates how the wording of evaluation rubrics and the choice of metrics affect the reliability of supervised financial NLP benchmarks, using a Japanese implicit‑comm…

#financial nlp#benchmark evaluation#rubric sensitivity#metric selection