Natural Language Processing › Generation ›

Dialogue Systems

2271 directly classified papers

Papers per year

Papers

A General Highly Accurate Online Planning Method Integrating Large Language Models into Nested Rollout Policy Adaptation for Dialogue Tasks AAAI 2026

Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction AAAI 2026

A Principle-Driven Adaptive Policy for Group Cognitive Stimulation Dialogue for Elderly with Cognitive Impairment AAAI 2026

CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation AAAI 2026

GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt AAAI 2026

Dynamic Cognitive Planning for Cognitive-Functional Dialogue: A Case Study in Emotional Support Conversation AAAI 2026

Facilitating Early Maladaptive Schema–Guided Polite and Empathetic Psychotherapeutic Support: An LLM-Driven MoE-RL-Based Dialogue System AAAI 2026

Interactive Evaluation of Large Language Models for Multi-Requirement Software Engineering Tasks AAAI 2026

An LLM-based Simulation Framework for Embodied Conversational Agents in Psychological Counseling AAAI 2026

TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference AAAI 2026

MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents AAAI 2026

Analyze–Compose–Execute: A Dynamic Dialogue Framework for Multi-Agent Debate AAAI 2026

MMIFEvol: Towards Evolutionary Multimodal Instruction Following AAAI 2026

Simulated Rewards, Skewed Strategies: Tracing the Acquired Preference Bias in LLM-Based Dialogue Planners AAAI 2026

Counterfactual Question Generation Uncovering Learner Contradictions AAAI 2026

AerialVLA: A Vision-Language-Action Model for Aerial Navigation with Online Dialogue AAAI 2026

PCoKG: Personality-aware Commonsense Reasoning with Debate AAAI 2026

From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation AAAI 2026

Simulating Human-Like Counseling: A Path- and Scenario-Guided Framework for Psychological Support Dialogue AAAI 2026

PatientVLM Meets DocVLM: Pre-Consultation Dialogue Between Vision-Language Models for Efficient Diagnosis AAAI 2026

Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes AAAI 2026

MvP-ECR: Multi-Perspective Emotion-Cause Reasoning for Empathetic Dialogue AAAI 2026

Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback AAAI 2026

MentalGuide: Towards Multi-Turn, State-Aware and Strategy-Driven Conversations for Mental Health Support AAAI 2026

Learning from Long-Term Engagement: Adaptive Tutoring Dialogue Planning for Personalized Education AAAI 2026