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Dialogue Systems

2271 directly classified papers

Papers per year

Papers

Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025
Teacher Demonstrations in a BabyLM’s Zone of Proximal Development for Contingent Multi-Turn Interaction EMNLP 2025
Evaluating Conversational Agents with Persona-driven User Simulations based on Large Language Models: A Sales Bot Case Study EMNLP 2025
LLM-Based Dialogue Labeling for Multiturn Adaptive RAG EMNLP 2025
Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025
FQ-Eval: Building Evaluation Dataset for User-centered Follow-up Question Generation EMNLP 2025
R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models EMNLP 2025
MULTIVOX: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions EMNLP 2025
The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support EMNLP 2025
Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues EMNLP 2025
Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions EMNLP 2025
Multilingual Dialogue Generation and Localization with Dialogue Act Scripting EMNLP 2025
Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries EMNLP 2025
CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025
Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning EMNLP 2025
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review EMNLP 2025
From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation EMNLP 2025
Anchoring-Guidance Fine-Tuning (AnGFT): Elevating Professional Response Quality in Role-Playing Conversational Agents EMNLP 2025
ECC: An Emotion-Cause Conversation Dataset for Empathy Response EMNLP 2025
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025
Chain-of-Interactions: Multi-step Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions EMNLP 2025
Culturally-Aware Conversations: A Framework & Benchmark for LLMs EMNLP 2025
MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf EMNLP 2025
Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog EMNLP 2025