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Natural Language Processing
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Generation
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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
INSURE-Dial: A Phase-Aware Conversational Dataset Benchmark for Compliance Verification and Phase Detection
EACL 2026
Beyond Length: Context-Aware Expansion and Independence as Developmentally Sensitive Evaluation in Child Utterances
EACL 2026
Hey, wait a minute: on at-issue sensitivity in Language Models
EACL 2026
EduNaija AI Tutor: A Multi-Agent Retrieval-Augmented Generation System for Nigerian Curriculum Education
EACL 2026
Debunking with Dialogue? Exploring AI-Generated Counterspeech to Challenge Conspiracy Theories
ACL 2025
SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation
EMNLP 2025
Emotionally Aware or Tone-Deaf? Evaluating Emotional Alignment in LLM-Based Conversational Recommendation Systems
EMNLP 2025
Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework
EMNLP 2025
PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents
EMNLP 2025
Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up Questions
EMNLP 2025
Can Large Language Models Personalize Dialogues to Generational Styles?
EMNLP 2025
Collaborative Instance Object Navigation: Leveraging Uncertainty-Awareness to Minimize Human-Agent Dialogues
ICCV 2025
An Improved, Strong Baseline for Pre-Trained Large Language Models as Task-Oriented Dialogue Systems
EMNLP 2025
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues
CVPR 2025
User Feedback in Human-LLM Dialogues: A Lens to Understand Users But Noisy as a Learning Signal
EMNLP 2025
A Similarity Measure for Comparing Conversational Dynamics
EMNLP 2025
Shawarma Chats: A Benchmark Exact Dialogue & Evaluation Platter in Egyptian, Maghrebi & Modern Standard Arabic—A Triple-Dialect Feast for Hungry Language Models
EMNLP 2025
Dialogue Acts as a Lens on Human–LLM Interaction: Analyzing Conversational Norms in Model-Generated Responses
EMNLP 2025
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data
EMNLP 2025
Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue Evaluation
EMNLP 2025
Post Persona Alignment for Multi-Session Dialogue Generation
EMNLP 2025
CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling
EMNLP 2025
Beyond Coarse Labels: Fine-Grained Problem Augmentation and Multi-Dimensional Feedback for Emotional Support Conversation
EMNLP 2025
LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience
EMNLP 2025
NormGenesis: Multicultural Dialogue Generation via Exemplar-Guided Social Norm Modeling and Violation Recovery
EMNLP 2025
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