---
license: cc0-1.0
language:
- hi
- pa
tags:
- autoscientist
- adaption
- personal-finance
- intent-classification
- multilingual
- hindi
- punjabi
---

# Personal-Finance Query Intent Classification (Hindi/Punjabi)

158 native Hindi/Punjabi text snippets sampled from
[ai4bharat/IndicCorpV2](https://huggingface.co/datasets/ai4bharat/IndicCorpV2)
(never translated), filtered for finance-domain keywords, labeled by
AutoScientist's `universal_prompt` into intent
(loan_inquiry/insurance/fraud_report/savings_scheme/other).

Built without ULCA registration (the originally-planned data source) to
fit the Aug 10 deadline. See the model card at
[tojpaj/personal-finance-routing-model](https://huggingface.co/tojpaj/personal-finance-routing-model)
for the honest limitation this implies.