A Paper List for Controlled Dialogue: Personalized, Emotional, and Stylized Dialogue

Keyword: personal, persona, style, emotional, sentiment, dialog, conversation, chatbot, generation, Seq2Seq, retrieval, matching

Personalized Dialogue

• A Persona-Based Neural Conversation Model, ACL-2016, [paper]
• Exploring Personalized Neural Conversational Models, IJCAI-2017, [paper]
• Personalized Response Generation via Domain adaptation, SIGIR-2017 short paper, [paper]
• Investigating Deep Reinforcement Learning Techniques in Personalized Dialogue Generation, SIAM-2018, [paper]
• Personalized response generation by Dual-learning based domain adaptation, Neural Networks 2018, [paper]
• Personalizing a Dialogue System with Transfer Reinforcement Learning, AAAI-2018, [paper]
• Personalizing Dialogue Agents: I have a dog, do you have pets too? ACL-2018, [paper]
• Assigning Personality/Profile to a Chatting Machine for Coherent Conversation Generation, IJCAI-2018, [paper]
• Personalized Dialogue Generation with Diversified Traits, Arxiv, [paper]
• TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents, NeurlPS 2018 CAI Workshop, [paper]
• Personalizing Dialogue Agents via Meta-Learning, ACL, 2019, [paper]
• A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data, AAAI, 2020, [paper]
• Modeling Personalization in Countinuous Space for Response Generation via Augmented Wasserstein Autoencoders, EMNLP, 2019, [paper]
• Exploiting Persona Information for Diverse Generation of Conversational Responses, IJCAI, 2019, [paper]
• A Neural Topical Expansion Framework for Unstructured Persona-oriented Dialogue Generation, ECAI, 2020, [paper]
• Learning to Select Knowledge for Response Generation in Dialog Systems, Arxiv, 2019, [paper]
• You Impress Me: Dialogue Generation via Mutual Persona Perception, ACL, 2020, [paper]
• Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation, ACL, 2020, [paper]

Emotional Dialogue

• Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory, AAAI-2018, [paper]
• Building Emotional Conversation Systems Using Multi-task Seq2Seq Learning, NLPCC-2017, [paper]
• Babbling - The HIT-SCIR System for Emotional Conversation Generation, NLPCC-2017, [paper]
• Emotional Human Machine Conversation Generation Based on SeqGAN, ACIIAsia-2018, [paper]
• A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation, EMNLP-2018, [paper]
• Creating an Emotion Responsive Dialogue System, UWSpace-2018, [paper]
• Emotional Human-Machine Conversation Generation Based on Long Short-Term Memory, Cognitive Computation, 2018, [paper]
• Affective Neural Response Generation, ECIR-2018, [paper]
• Automatic Dialogue Generation with Expressed Emotions, NAACL-2018, [paper]
• An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation, DEEP-DIAL 2019, [paper]
• Emotionally-Aware Chatbots: A Survey, IJCAI 2019, [paper]
• CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation, ACL, 2020, [paper]

Stylized Dialogue

• Polite Dialogue Generation Without Parallel Data, TACL-2018, [paper]
• Structuring Latent Spaces for Stylized Response Generation, EMNLP, 2019, [paper]
• A Dataset for Low-Resource Stylized Sequence-to-Sequence Generation, AAAI, 2020, [paper], [code]

Task-oriented Dialogue

• User Modeling for Task Oriented Dialogues, SLT-2018, [paper]
• Learning Personalized End-to-End Goal-Oriented Dialog, AAAI-2019, [paper]

Retrieval-enhanced Dialogue (TODO)

• Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory
• A Hybrid Retrieval-Generation Neural Conversation Model
• An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems
• Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework
• Retrieval-Enhanced Adversarial Training for Neural Response Generation
• EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation
• Response Generation by Context-Aware Prototype Editing
• A Retrieve-and-Edit Framework for Predicting Structured Outputs

Evaluation

• Automatic Evaluation of Neural Personality-based Chatbots, INLG-2018, [paper]

Others

• Generating Informative Responses with Controlled Sentence Function, ACL-2018, [paper]
• MOJITALK: Generating Emotional Responses at Scale, ACL-2018, [paper]

Copyright

By Zhenxin Fu ([email protected]) from Peking University.
Welcome to open issue or make a pull request!