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Apprentissage d'agents conversationnels pour la gestion de relations clients
- Source :
- 24e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), 24e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2017, Orleans, France, HAL
- Publication Year :
- 2017
- Publisher :
- HAL CCSD, 2017.
-
Abstract
- This work demonstrates the feasability of training chatbots on customer relation conversation traces.Systems based on language models, information retrieval and machine translation are compared.<br />Ce travail démontre la faisabilité d'entraîner des chatbots sur des traces de conversations dans le domaine de la relation client. Des systèmes à base de modèles de langage, de recherche d'information et de traduction sont comparés pour la tâche. ABSTRACT Training chatbots for customer relation management This work demonstrates the feasability of training chatbots on customer relation conversation traces. Systems based on language models, information retrieval and machine translation are compared.
- Subjects :
- [ INFO.INFO-TT ] Computer Science [cs]/Document and Text Processing
[ INFO.INFO-TS ] Computer Science [cs]/Signal and Image Processing
[INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing
GRU
[INFO.INFO-TT] Computer Science [cs]/Document and Text Processing
ACM : I.: Computing Methodologies/I.2: ARTIFICIAL INTELLIGENCE/I.2.7: Natural Language Processing
[INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG]
seq2seq
[ INFO.INFO-LG ] Computer Science [cs]/Machine Learning [cs.LG]
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]
ACM: I.: Computing Methodologies/I.2: ARTIFICIAL INTELLIGENCE/I.2.7: Natural Language Processing
[INFO.INFO-TT]Computer Science [cs]/Document and Text Processing
Chatbots
[INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]
[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing
[INFO.INFO-CL] Computer Science [cs]/Computation and Language [cs.CL]
[ INFO.INFO-CL ] Computer Science [cs]/Computation and Language [cs.CL]
LSTM
Subjects
Details
- Language :
- French
- Database :
- OpenAIRE
- Journal :
- 24e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), 24e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2017, Orleans, France, HAL
- Accession number :
- edsair.dedup.wf.001..3161eca427def09d63e3c337f14f55bb