Knowledge-Grounded-Dialogue-Papers

Papers for Knowledge-Grounded Dialogue(KGD) task.

Survey

  1. A Survey of Knowledge-Enhanced Text Generation Paper
  2. A Survey of Document Grounded Dialogue Systems (DGDS) Paper

ArXiv & under review

  1. KETG: A Knowledge Enhanced Text Generation Framework
  2. Towards information-rich, logical text generation with knowledge-enhanced neural models
  3. Improving Abstractive Dialogue Summarization with Conversational Structure and Factual Knowledge
  4. K-Plug: Knowledge-Injected Pre-trained Language Model for Natural Language Understanding and Generation

JOURNALS

  1. Knowledge-Grounded Chatbot Based on Dual Wasserstein Generative Adversarial Networks with Effective Attention Mechanisms. Applied Science 2020.
  2. A Knowledge Driven Dialogue Model With Reinforcement Learning. IEEE Access 2020.
  3. Exploiting Text Matching Techniques for Knowledge-Grounded Conversation. IEEE Access 2020.

2022

ACL

  1. Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection Paper Code
  2. Internet Augmented Dialogue Generation Paper
  3. Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations Paper
  4. KSAM: Infusing Multi-Source Knowledge into Dialogue Generation via Knowledge Source Aware Multi-Head Decoding Paper
  5. Multi-Stage Prompting for Knowledgeable Dialogue Generation Paper

ACL workshop

  1. Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters paper

NAACL

  1. Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting Paper
  2. Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation Paper
  3. Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs Paper
  4. PerKGQA: Question Answering over Personalized Knowledge Graphs Paper
  5. Learning to Express in Knowledge-Grounded Conversation Paper

2021

ACL

  1. Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer Paper
  2. Unsupervised Knowledge Selection for Dialogue Generation Paper

EMNLP

  1. EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning Paper
  2. Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation Paper
  3. Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation Paper
  4. CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation Paper
  5. A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation Paper
  6. More is Better: Enhancing Open-Domain Dialogue Generation via Multi-Source Heterogeneous Knowledge Paper
  7. Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation Paper
  8. Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions Paper
  9. A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems Paper

NAACL

  1. Human-like informative conversations: Better acknowledgements using conditional mutual information Paper

SIGIR

  1. Improving Response Quality with Backward-reasoning in Open-domain Dialogue Systems Paper
  2. Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs Paper
  3. Initiative-Aware Self-Supervised learning for Knowledge-Grounded Conversations Paper
  4. Conversations Powered by Cross-Lingual Knowledge Paper

NIPS

  1. End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering Paper

IJCAI

  1. Knowledge-Aware Dialogue Generation via Hierarchical Infobox Accessing and Infobox-Dialogue Interaction Graph Network Paper

WWW

  1. Adapting to Context-Aware Knowledge in Natural Conversation for Multi-Turn Response Selection Paper

2020

AAAI

  1. A Reference-aware Network for Background Based Conversation
  2. Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation
  3. Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering
  4. Knowledge Graph Grounded Goal Planning for Open-Domain Conversation
  5. Dynamic Knowledge Routing Network For Target-Guided Open-Domain Conversation

ACL

  1. The Dialogue Dodecathlon Open-Domain Knowledge and Image Grounded Conversational Agents
  2. Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs
  3. Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation
  4. KdConv:A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation
  5. Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation
  6. Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy
  7. Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation

CIKM

  1. Learning to Detect Relevant Contexts and Knowledge forResponse Selection in Retrieval-based Dialogue Systems

EMNLP

  1. Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation
  2. AttnIO: Knowledge Graph Exploration with In-and-Out Attention Flow for Knowledge-Grounded Dialogue
  3. Knowledge-Grounded Dialogue Generation with Pre-trained Language Models
  4. KGLM: Pretrained Knowledge-Grounded Language Model for Data-to-Text Generation
  5. Interview: Large-scale Modeling of Media Dialog with Discourse Patterns and Knowledge Grounding
  6. Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue Generation
  7. A Compare Aggregate Transformer for Understanding Document-grounded Dialogue
  8. Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues

ICLR

  1. Low-Resource Knowledge-Grounded Dialogue Generation
  2. Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue

IJCAI

  1. TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact

KDD workshop

  1. BART for Knowledge Grounded Conversations

NIPS

  1. Zero-Resource Knowledge-Grounded Dialogue Generation

SIGIR

  1. DukeNet: A Dual Knowledge Interaction Network for Knowledge-Grounded Conversation

WWW

  1. Multiple Knowledge Syncretic Transformer for Natural Dialogue Generation