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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
CLAIM: An Intent-Driven Multi-Agent Framework for Analyzing Manipulation in Courtroom Dialogues
ACL 2025
TCQA2: A Tiered Conversational Q&A Agent in Gaming
ACL 2025
MULTIVOX: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions
EMNLP 2025
Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization
EMNLP 2025
SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements
EMNLP 2025
Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework
EMNLP 2025
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support
EMNLP 2025
Metamo: Empowering Large Language Models with Psychological Distortion Detection for Cognition-aware Coaching
EMNLP 2025
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
EMNLP 2025
DeepWell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion
EMNLP 2025
ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents
EMNLP 2025
EDAR: A pipeline for Emotion and Dialogue Act Recognition
COLING 2025
When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation
ACL 2025
A Framework for Proficiency-Aligned Grammar Practice in LLM-Based Dialogue Systems
ACL 2025
DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning
ACL 2025
“Stupid robot, I want to speak to a human!” User Frustration Detection in Task-Oriented Dialog Systems
COLING 2025
Exploring Persona Sentiment Sensitivity in Personalized Dialogue Generation
ACL 2025
Consistent Client Simulation for Motivational Interviewing-based Counseling
ACL 2025
PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support
ACL 2025
Enhancing Goal-oriented Proactive Dialogue Systems via Consistency Reflection and Correction
ACL 2025
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
A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant
ACL 2025
SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning
ACL 2025
Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets
ACL 2025
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