Persona-based Dialogue Systems

A list of papers related to persona-based dialogue systems and personalized response generation.

• Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity, 2021. [paper]
• Partner Personas Generation for Diverse Dialogue Generation, 2021. [paper]
• Learning to Predict Persona Information for Dialogue Personalization without Explicit Persona Description, 2021. [paper]
• Federated Natural Language Generation for Personalized Dialogue System, 2021. [paper]
• EMNLP21 Detecting Speaker Personas from Conversational Texts, 2021. [paper] [code]
• EMNLP21 Transferable Persona-Grounded Dialogues via Grounded Minimal Edits, 2021. [paper] [code]
• CIKM21 Learning Implicit User Profiles for Personalized Retrieval-Based Chatbot, 2021. [paper] [code]
• Bilateral Personalized Dialogue Generation with Dynamic Persona-Aware Fusion, 2021. [paper]
• SIGIR21 One Chatbot Per Person: Creating Personalized Chatbots based, 2021. [paper] [code]
• SIGIR21 Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots, 2021. [paper] [code]
• ACL21 BoB: BERT Over BERT for Training Persona-based Dialogue Models, 2021. [paper] [code]
• ACL21 Unsupervised Enrichment of Persona-grounded Dialog with Background Stories, 2021. [paper] [code]
• AAAI20 A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data, 2020. [paper] [code]
• ACL20 You Impress Me: Dialogue Generation via Mutual Persona Perception, 2020. [paper] [code]
• EMNLP20 Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions, 2020. [paper] [code]
• INLG20 Listener’s Social Identity Matters in Personalised Response Generation, 2020. [paper]
• ACL19 Personalizing Dialogue Agents via Meta-Learning, 2019. [paper] [code]
• ACL16 A Persona-Based Neural Conversation Model ,2016. [paper]

• ACL18 Personalizing dialogue agents: I have a dog, do you have pets too?, 2018. [paper]

• ACL22 Long Time No See! Open-Domain Conversation with Long-Term Persona Memory, 2022. [paper]
• EMNLP21 Transferable Persona-Grounded Dialogues via Grounded Minimal Edits, 2021. [paper]
• EMNLP20 Towards Persona-Based Empathetic Conversational Models, 2020. [paper] [code]
• EMNLP20 A Multi-Persona Chatbot for Hotline Counselor Training, 2020. [paper]
• ACL20 Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation, 2020. [paper]
• ACL19 Persuasion for good: Towards a personalized persuasive dialogue system for social good, 2019. [paper] [code]

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