/personal-emotional-dialogue-system

paper list for dialogue system

personal-emotional-dialogue-system

paper list for dialogue system

Personalized Dialog

  • Detecting Speaker Personas from Conversational Texts, EMNLP-2021, [paper]
  • One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles, SIGIR-2021, [paper]
  • Pchatbot: A Large-Scale Dataset for Personalized Chatbot, SIGIR-2021, [paper]
  • BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data, ACL-2021, [paper]
  • Like hiking? You probably enjoy nature:Persona-grounded Dialog with Commonsense Expansions, EMNLP-2020, [paper]
  • Profile Consistency Identification for Open-domain Dialogue Agents, EMNLP-2020, [paper]
  • Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation, ACL-2020, [paper]
  • A Neural Topical Expansion Framework for Unstructured Persona-oriented Dialogue Generation, arxiv-2020, [paper]
  • A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data , AAAI-2020, [paper]
  • Personalizing Dialogue Agents via Meta-Learning, ACL-2019, [paper]
  • Learning to Select Knowledge for Response Generation in Dialog Systems, IJCAI-2019, [paper]
  • Exploiting Persona Information for Diverse Generation of Conversational Responses, IJCAI-2019, [paper]
  • Knowledge Aware Conversation Generation with Reasoning on Augmented Graph, arxiv-2019, [paper]
  • Towards Knowledge-Based Personalized Product Description Generation in E-commerce, SIGKDD-2019, [paper]
  • Personalized Dialogue Generation with Diversified Traits, arxiv-2019, [paper]
  • Learning Personalized End-to-End Goal-Oriented Dialog, AAAI-2019, [paper]
  • Engaging Image Chat Modeling Personality in Grounded Dialogue, arxiv-2019, [paper]
  • Assigning Personality Profile to a Chatting Machine for Coherent Conversation Generation, IJCAI-2018, [paper]
  • Neural Personalized Response Generation asDomain Adaptation, WWWJ-2018, [paper]
  • Personalizing Dialogue Agents: I have a dog, do you have pets too? ACL-2018, [paper]
  • Learning Personas from Dialogue with Attentive Memory Networks, EMNLP-2018, [paper]
  • Training Millions of Personalized Dialogue Agents, EMNLP-2018, [paper]
  • Personality affected robotic emotional model with associative memory for human-robot interaction. Neurocomputing-2018, [paper]
  • Personalizing a Dialogue System With Transfer Reinforcement Learning, AAAI-2018, [paper]
  • Commonsense Knowledge Aware Conversation Generation with Graph Attention, IJCAI-2018, [paper]
  • Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems, 2018, [paper]
  • Personality Recognition on Social Media With Label Distribution Learning, IEEE Access-2017, [paper]
  • Deep Learning-Based Document Modeling for Personality Detection from Text. IEEE Intelligent Systems-2017, [paper]
  • Personalized Response Generation via Domain adaptation, SIGIR-2017, [paper]
  • Personalization in Goal-oriented Dialog, NIPS-2017, [paper]
  • Exploring Personalized Neural Conversational Models, IJCAI-2017, [paper]
  • Towards User Personality Profiling from Multiple Social Networks, AAAI-2017, [paper]
  • A Persona-Based Neural Conversation Model, ACL-2016, [paper]
  • On the Evaluation of Dialogue Systems with Next Utterance Classification, SIGDIAL-2016, [paper]
  • Conversational Contextual Cues: The Case of Personalization and History for Response Ranking, arxiv-2016, [paper]
  • A Personality-based Framework for Utterance Generation in Dialogue Applications, AAAI Spring-2008, [paper]
  • PERSONAGE: Personality Generation for Dialogue, ACL-2007, [paper]

MultiParty Dialog

  • Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation, AAAI-2021, [paper]
  • GSN: A Graph-Structured Network for Multi-Party Dialogues, IJCAI-2019, [paper]
  • Addressee and Response Selection in Multi-Party Conversations with Speaker Interaction RNNs, AAAI-2018, [paper]

Emotional Dialog

  • CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts, AAAI 2021,[paper]
  • EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation, COLING-2020, [paper]
  • CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation, ACL-2020, [paper]
  • A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation, EMNLP-2018, [paper]
  • Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory,AAAI-18, [paper]
  • MOJITALK Generating Emotional Responses at Scale ,ACL-18, [paper]
  • Affective Neural Response Generation, [paper]
  • Eliciting positive emotion through affect-sensitive dialogue response generation A neural network approach, [paper]
  • Automatic Dialogue Generation with Expressed Emotions, NAACL-18, [paper]
  • Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English Words, ACL-18, [paper]
  • SentiCap: Generating Image Descriptions with Sentiments, AAAI-16, [paper]

Hierarchical

  • Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models, [paper]
  • A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues, [paper]
  • Hierarchical Recurrent Attention Network for Response Generation, [paper]
  • Variational Autoregressive Decoder for Neural Response Generation, [paper]
  • Hierarchical Text Generation and Planning for Strategic Dialogue, [paper]

Emotional Text Generation

  • Affect-LM A Neural Language Model for Customizable Affective Text Generation, ACL-17[paper]

Generate Reviews

  • Learning to Generate Reviews and Discovering Sentiment, [paper]
  • Learning to Generate Product Reviews from Attributes ,EACL-17, [paper]
  • Towards Automatic Generation of Product Reviews from Aspect-Sentiment Scores, ACL-17, [paper]

Debates

  • Detecting Perspectives in Political Debates, ACL-17, [paper]
  • End-to-end Argument Generation System in Debating., ACL-15, [paper]
  • Learning Sentence Ordering for Opinion Generation of Debate, ACL-15, [paper]
  • Neural Network-Based Abstract Generation for Opinions and Arguments, ACL-16, [paper]
  • On Natural Language Generation of Formal Argumentation, [paper]

Pascale Fung

  • A first look into a Convolutional Neural Network for speech emotion detection, [paper]
  • A Long Short-Term Memory Framework for Predicting Humor in Dialogues, [paper]
  • Bilingual Word Embeddings for Cross-Lingual Personality Recognition Using Convolutional Neural Nets, [paper]
  • Emojive! Collecting Emotion Data from Speech and Facial Expression Using Mobile Game App, [paper]
  • Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems, [paper]
  • Nora the Empathetic Psychologist Predicting humor response in dialogues from TV sitcoms, [paper]
  • Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems, [paper]
  • Towards Empathetic Human-Robot Interactions, [paper]
  • Zara An Empathetic Interactive Virtual Agent, [paper]
  • Zara A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition, [paper]
  • Zara Returns Improved Personality Induction and Adaptation by an Empathetic Virtual Agent, [paper]
  • Zara The Supergirl An Empathetic Personality Recognition System, [paper]

Empathetic Dialogue

  • Knowledge Bridging for Empathetic Dialogue Generation, in AAAI 2022, [paper]
  • CEM: Commonsense-aware Empathetic Response Generation, in AAAI 2022, [paper]
  • CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation, in ACL 2021(Findings), [paper]
  • Towards an Online Empathetic Chatbot with Emotion Causes, in SIGIR 2021, [paper]
  • [Empathic Rewriting]Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach, in WWW 2021, [paper]
  • A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support, in EMNLP 2020, [paper]

Emotional Support

  • MISC: A MIxed Strategy-Aware Model Integrating COMET for Emotional Support Conversation, in ACL 2022, [paper]
  • Towards Emotional Support Dialog Systems, in ACL 2021, [paper]

Commonsense KnowledgeGraph

  • COMET: Commonsense Transformers for Automatic Knowledge Graph Construction, in ACL 2019, [paper]
  • ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning, in AAAI 2019, [paper]
  • ConceptNet 5.5: An Open Multilingual Graph of General Knowledge, in AAAI 2017, [paper]

Others

  • Modeling Label Semantics for Predicting Emotional Reactions, ACL-2020, [paper]
  • Modeling Naive Psychology of Characters in Simple Commonsense Stories, ACL-2018, [paper]
  • A Knowledge-Grounded Neural Conversation Model, AAAI-2018, [paper]
  • Online Deep Learning: Learning Deep Neural Networks on the Fly, IJCAI-2018, [paper]
  • Learning Differentially Private Recurrent Language Models, ICLR-2018, [paper]
  • Efficient Natural Language Response Suggestion for Smart Reply, arxiv-2017, [paper]
  • Incorporating Loose-Structured Knowledge into LSTM with Recall Gate for Conversation Modeling, arxiv-2016, [paper]
  • Controllable Text Generation, [paper]

Dataset

  • [Empathetic Dialogues]Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset, ACL 2019, [paper]
  • A Large-Scale Chinese Short-Text Conversation Dataset, NLPCC-2020, [paper]
  • I KNOW THE FEELING LEARNING TO CONVERSE WITH EMPATHY, [paper]
  • DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset, IJCNLP-2017, [paper]