/PersonaPaper

About This is a repository for sharing papers in the field of persona-based conversational AI. The related source code for each paper is linked if available.

Creative Commons Attribution 4.0 InternationalCC-BY-4.0

Persona-based Dialogue Systems

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

Contrib update PaperNum

type

  • AAAI23 Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues, 2022. [paper] [code]
  • SIGIR22 COSPLAY: Concept Set Guided Personalized Dialogue Generation Across Both Party Personas, 2022. [paper]
  • EMNLP22 You Truly Understand What I Need : Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona, 2022. [paper] [code]
  • NAACL22 Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation, 2022. [paper] [code]
  • NAACL22 Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances, 2022. [paper]
  • NAACL22 Partner Personas Generation for Dialogue Response Generation, 2022. [paper] [code]
  • COLLING22 Towards Building a Personalized Dialogue Generator via Implicit User Persona Detection, 2022. [paper]
  • CIKM22 Improving Personality Consistency in Conversation by Persona Extending, 2022. [paper] [code]
  • ACL22 A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation, 2022. [paper] [code]
  • MPI: Evaluating and Inducing Personality in Pre-trained Language Models, 2022. [paper]
  • Persona-Knowledge Dialogue Multi-Context Retrieval and Enhanced Decoding Methods, 2022. [paper]
  • 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]

conf

  • What would Harry say? Building Dialogue Agents for Characters in a Story, 2022. [paper]
  • ACL22 Long Time No See! Open-Domain Conversation with Long-Term Persona Memory, 2022. [paper] [code]
  • AAAI22 Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge, 2022. [paper] [code]
  • ACL18 Personalizing dialogue agents: I have a dog, do you have pets too?, 2018. [paper] [code]

arXiv

  • 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]

Copyright

The contents of this repository is bound by the CC-BY-4.0 license.