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