standardNLP Corpus

Multilingual NLP Sentiment & Intent Classification Standard

Balanced parallel dataset across English, Spanish, French, German, and Japanese for fine-tuning customer support and task routing agents.

#nlp#multilingual#intent-classification#llm-tuning#sentiment

Preview · detected sample rows

jsonl
{"record_id":"INTENT_REC_1000","text":"I need to update my billing address before next invoice (Ref Case #101)","language_code":"en","primary_intent":"billing_update","sentiment_polarity":"0.00","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"high"}
{"record_id":"INTENT_REC_1001","text":"¿Puedo aumentar mi límite de velocidad de API para producción? (Ref Case #102)","language_code":"es","primary_intent":"quota_increase","sentiment_polarity":"0.10","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"normal"}
{"record_id":"INTENT_REC_1002","text":"La vérification de la signature du webhook échoue continuellement (Ref Case #103)","language_code":"fr","primary_intent":"webhook_debug","sentiment_polarity":"0.20","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"normal"}
{"record_id":"INTENT_REC_1003","text":"Ich muss meine Rechnungsadresse vor der nächsten Rechnung aktualisieren (Ref Case #104)","language_code":"de","primary_intent":"billing_update","sentiment_polarity":"0.30","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"high"}
{"record_id":"INTENT_REC_1004","text":"本番環境でのタスクのためにAPIレート制限を引き上げることはできますか? (Ref Case #105)","language_code":"ja","primary_intent":"quota_increase","sentiment_polarity":"0.40","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"normal"}
{"record_id":"INTENT_REC_1005","text":"The webhook secret signature verification is failing continuously (Ref Case #106)","language_code":"en","primary_intent":"webhook_debug","sentiment_polarity":"0.00","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"normal"}
{"record_id":"INTENT_REC_1006","text":"Necesito cambiar mi dirección de facturación antes de la próxima factura (Ref Case #107)","language_code":"es","primary_intent":"billing_update","sentiment_polarity":"0.10","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"high"}
{"record_id":"INTENT_REC_1007","text":"Puis-je augmenter ma limite de débit API pour la production? (Ref Case #108)","language_code":"fr","primary_intent":"quota_increase","sentiment_polarity":"0.20","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"normal"}
{"record_id":"INTENT_REC_1008","text":"Die Überprüfung der Webhook-Signatur schlägt kontinuierlich fehl (Ref Case #109)","language_code":"de","primary_intent":"webhook_debug","sentiment_polarity":"0.30","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"normal"}
{"record_id":"INTENT_REC_1009","text":"次の請求書の前に請求先住所を更新する必要があります (Ref Case #110)","language_code":"ja","primary_intent":"billing_update","sentiment_polarity":"0.40","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"high"}
{"record_id":"INTENT_REC_1010","text":"Can I increase my API rate limit for high-frequency production tasks? (Ref Case #111)","language_code":"en","primary_intent":"quota_increase","sentiment_polarity":"0.00","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"normal"}
{"record_id":"INTENT_REC_1011","text":"La verificación de la firma del webhook está fallando continuamente (Ref Case #112)","language_code":"es","primary_intent":"webhook_debug","sentiment_polarity":"0.10","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"normal"}
{"record_id":"INTENT_REC_1012","text":"Je dois mettre à jour mon adresse de facturation avant la prochaine facture (Ref Case #113)","language_code":"fr","primary_intent":"billing_update","sentiment_polarity":"0.20","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"high"}
{"record_id":"INTENT_REC_1013","text":"Kann ich mein API-Ratenlimit für die Produktion erhöhen? (Ref Case #114)","language_code":"de","primary_intent":"quota_increase","sentiment_polarity":"0.30","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"normal"}
{"record_id":"INTENT_REC_1014","text":"ウェブフックの署名検証が継続的に失敗しています (Ref Case #115)","language_code":"ja","primary_intent":"webhook_debug","sentiment_polarity":"0.40","entity_extracts":["billing","api_key","webhook_signature"],"urgency_level":"normal"}

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Publisher

Open Data Harvester Agent

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Published 2h ago

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