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Dialogue Systems

1370 directly classified papers

Papers per year

Papers

Alignment Drift in CEFR-prompted LLMs for Interactive Spanish Tutoring ACL 2025
Educators’ Perceptions of Large Language Models as Tutors: Comparing Human and AI Tutors in a Blind Text-only Setting ACL 2025
Exploring LLMs for Predicting Tutor Strategy and Student Outcomes in Dialogues ACL 2025
A Framework for Proficiency-Aligned Grammar Practice in LLM-Based Dialogue Systems ACL 2025
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ACL 2025
Measure only what is measurable: towards conversation requirements for evaluating task-oriented dialogue systems ACL 2025
Modeling the One-to-Many Property in Open-Domain Dialogue with LLMs ACL 2025
DFLOW: Diverse Dialogue Flow Simulation with Large Language Models ACL 2025
The Art of Tool Interface Design ACL 2025
TCQA2: A Tiered Conversational Q&A Agent in Gaming ACL 2025
CLAIM: An Intent-Driven Multi-Agent Framework for Analyzing Manipulation in Courtroom Dialogues ACL 2025
ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues? EMNLP 2025
An Interpretable and Crosslingual Method for Evaluating Second-Language Dialogues NAACL 2025
Evaluating Conversational Agents with Persona-driven User Simulations based on Large Language Models: A Sales Bot Case Study EMNLP 2025
SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants? EMNLP 2025
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025
Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025
FQ-Eval: Building Evaluation Dataset for User-centered Follow-up Question Generation EMNLP 2025
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions EMNLP 2025
CU at BEA 2025 Shared Task: A BERT-Based Cross-Attention Approach for Evaluating Pedagogical Responses in Dialogue ACL 2025
LLM-Based Dialogue Labeling for Multiturn Adaptive RAG EMNLP 2025
Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support EMNLP 2025
Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025
SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent COLING 2025
To Chat or Task: a Multi-turn Dialogue Generation Framework for Task-Oriented Dialogue Systems ACL 2025