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Natural Language Processing
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Dialogue Systems
2271 directly classified papers
Papers per year
2000: 1
2007: 1
2016: 28
2017: 43
2018: 75
2019: 166
2020: 213
2021: 276
2022: 309
2023: 322
2024: 377
2025: 381
2026: 79
Papers
LLM-Based Dialogue Labeling for Multiturn Adaptive RAG
EMNLP 2025
Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation
EMNLP 2025
DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations
EMNLP 2025
Spoken Conversational Agents with Large Language Models
EMNLP 2025
FQ-Eval: Building Evaluation Dataset for User-centered Follow-up Question Generation
EMNLP 2025
Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
EMNLP 2025
Do Mentioned Items Truly Matter? Enhancing Conversational Recommender Systems with Causal Intervention and Large Language Models
IJCAI 2025
Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog
EMNLP 2025
LLM Roleplay: Simulating Human-Chatbot Interaction
ACL 2025
When Words Smile: Generating Diverse Emotional Facial Expressions from Text
EMNLP 2025
InteractSpeech: A Speech Dialogue Interaction Corpus for Spoken Dialogue Model
EMNLP 2025
SketchAgent: Language-Driven Sequential Sketch Generation
CVPR 2025
Referential ambiguity and clarification requests: comparing human and LLM behaviour
EMNLP 2025
Program Synthesis Dialog Agents for Interactive Decision-Making
AACL 2025
Multimodal Knowledge Retrieval-Augmented Iterative Alignment for Satellite Commonsense Conversation
IJCAI 2025
Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support
EMNLP 2025
Program Synthesis Dialog Agents for Interactive Decision-Making
IJCNLP 2025
Turn-by-Turn Behavior Monitoring in LM-Guided Psychotherapy
IJCNLP 2025
AuraDial: A Large-Scale Human-Centric Dialogue Dataset for Chinese AI Psychological Counseling
EMNLP 2025
Incorporating Dialogue State Tracking into Japanese Full-duplex Task-oriented Spoken Dialogue Model
IJCNLP 2025
Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking
IJCNLP 2025
Coherence of Argumentative Dialogue Snippets: A New Method for Large Scale Evaluation with an Application to Inference Anchoring Theory
EMNLP 2025
Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support
IJCAI 2025
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues
CVPR 2025
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History
ACL 2025
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