# DiRAFT: Privacy-Aware Financial Transcript Synthesis from Aggregate Discourse Priors

**Published:** November 2, 2026
**Author:** Yunbai Zhang, Yunyi Gao, Han-Tai Shiao
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/diraft-privacy-aware-financial-transcript-synthesis-from-aggregate-disco

arXiv:2610.40938v1 Announce Type: new Abstract: Using customer conversations to train and evaluate financial language models raises confidentiality concerns because non-public financial facts can remain after direct identifiers are masked. Synthetic transcripts offer an…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.40938)

**Tags:** #arXiv

---

*AI Qazaqstan — non-commercial informational portal about AI in Kazakhstan. Machine translations and summaries are AI-generated.*