Dialogue Systems

Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System ACL 2024 PANDA: Persona Attributes Navigation for Detecting and Alleviating Overuse Problem in Large Language Models EMNLP 2024 PCQPR: Proactive Conversational Question Planning with Reflection EMNLP 2024 Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset ACL 2024 PEK: A Parameter-Efficient Framework for Knowledge-Grounded Dialogue Generation ACL 2024 PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Fusion in Question Answering ACL 2024 Personalized Topic Selection Model for Topic-Grounded Dialogue ACL 2024 Principles for AI-Assisted Social Influence and Their Application to Social Mediation EMNLP 2024 Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing NeurIPS 2024 RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings EMNLP 2024 Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models ACL 2024 Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment ACL 2024 Red Teaming Language Models for Processing Contradictory Dialogues EMNLP 2024 Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System EMNLP 2024 Response Enhanced Semi-supervised Dialogue Query Generation AAAI 2024 Revealing User Familiarity Bias in Task-Oriented Dialogue via Interactive Evaluation ACL 2024 Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue EMNLP 2024 RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts NeurIPS 2024 Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles EMNLP 2024 SocialBench: Sociality Evaluation of Role-Playing Conversational Agents ACL 2024 Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge EMNLP 2024 Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations EMNLP 2024 STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ACL 2024 Taking a turn for the better: Conversation redirection throughout the course of mental-health therapy EMNLP 2024 Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction ACL 2024