Talk2Task — Multilingual Task Extraction (UBS Challenge)
Single-pass multilingual extraction (DE/FR/IT/EN). Optional rules fallback for recall. Batch evaluation included.
Transcript
Ground truth JSON (optional)
Processing options
Allowed labels
Editable instructions & context
Model & run
Model
1024 8192
Outputs
 
You extract ACTIONABLE TASKS from client–advisor transcripts. The transcript may be in German, French, Italian, or English. Prioritize RECALL: if a label plausibly applies, include it. Use ONLY the canonical labels provided. Return STRICT JSON only with keys 'labels' and 'tasks'. Each task must include 'label', a brief 'explanation', and a short 'evidence' quote from the transcript.

Label Glossary (used)

  • plan_contact: Commitment to contact later (advisor/client will reach out, follow-up promised).
  • schedule_meeting: Scheduling or confirming a meeting/call/appointment (time/date/slot/virtual).
  • update_contact_info_non_postal: Change or confirmation of phone/email (non-postal contact details).
  • update_contact_info_postal_address: Change or confirmation of postal/residential/mailing address.
  • update_kyc_activity: Change/confirmation of occupation, employment status, or economic activity.
  • update_kyc_origin_of_assets: Discussion/confirmation of source of funds / origin of assets.
  • update_kyc_purpose_of_businessrelation: Purpose of the banking relationship/account usage.
  • update_kyc_total_assets: Discussion/confirmation of total assets/net worth.