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Natural Language Processing
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Dialogue Systems
1370 directly classified papers
Papers per year
2016: 10
2017: 34
2018: 62
2019: 112
2020: 158
2021: 157
2022: 262
2023: 233
2024: 133
2025: 204
2026: 5
Papers
Scaling Intent Understanding: A Framework for Classification with Clarification using Lightweight LLMs
EACL 2026
Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models
AAAI 2026
A Dialogue-Based Learning Analytics Framework for Collaborative Game-Based Learning
AAAI 2026
GAEA: A Geolocation Aware Conversational Assistant
WACV 2026
Adaptive AI for Personalized Intercultural Communication Education: A Conversational Agent Powered by Retrieval-Augmented Generation (Student Abstract)
AAAI 2026
Dialogue Systems for Emotional Support via Value Reinforcement
ACL 2025
Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling
ACL 2025
LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue
ACL 2025
Exploring Persona Sentiment Sensitivity in Personalized Dialogue Generation
ACL 2025
SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning
ACL 2025
Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting
ACL 2025
Enhancing Goal-oriented Proactive Dialogue Systems via Consistency Reflection and Correction
ACL 2025
Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots
ACL 2025
Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets
ACL 2025
I see what you mean: Co-Speech Gestures for Reference Resolution in Multimodal Dialogue
ACL 2025
“Stupid robot, I want to speak to a human!” User Frustration Detection in Task-Oriented Dialog Systems
COLING 2025
EDAR: A pipeline for Emotion and Dialogue Act Recognition
COLING 2025
Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis
ACL 2025
A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant
ACL 2025
Consistent Client Simulation for Motivational Interviewing-based Counseling
ACL 2025
EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels
IJCNLP 2025
When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation
ACL 2025
If Eleanor Rigby Had Met ChatGPT: A Study on Loneliness in a Post-LLM World
ACL 2025
PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support
ACL 2025
CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration
ACL 2025
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