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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
Multilingual, Not Multicultural: Uncovering the Cultural Empathy Gap in LLMs through a Comparative Empathetic Dialogue Benchmark
IJCNLP 2025
MAJI: A Multi-Agent Workflow for Augmenting Journalistic Interviews
IJCNLP 2025
Comparing Behavioral Patterns of LLM and Human Tutors: A Population-level Analysis with the CIMA Dataset
ACL 2025
Psychological Health Chatbot, Detecting and Assisting Patients in their Path to Recovery
COLING 2025
Emotionally Aware or Tone-Deaf? Evaluating Emotional Alignment in LLM-Based Conversational Recommendation Systems
EMNLP 2025
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History
CONLL 2025
Language Model Can Listen While Speaking
AAAI 2025
Enhancing LLM-Based Persuasion Simulations with Cultural and Speaker-Specific Information
EMNLP 2025
TCQA2: A Tiered Conversational Q&A Agent in Gaming
ACL 2025
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues
ACL 2025
STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling
AAAI 2025
DiaDP@XLLM25: Advancing Chinese Dialogue Parsing via Unified Pretrained Language Models and Biaffine Dependency Scoring
ACL 2025
Modeling the One-to-Many Property in Open-Domain Dialogue with LLMs
ACL 2025
Is this Chatbot Trying to Sell Something? Towards Oversight of Chatbot Sales Tactics
EMNLP 2025
Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies
COLING 2025
Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
EMNLP 2025
When Words Smile: Generating Diverse Emotional Facial Expressions from Text
EMNLP 2025
PIRsuader: A Persuasive Chatbot for Mitigating Psychological Insulin Resistance in Type-2 Diabetic Patients
COLING 2025
Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment
ACL 2025
LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue
ACL 2025
Counterspeech the ultimate shield! Multi-Conditioned Counterspeech Generation through Attributed Prefix Learning
ACL 2025
LlamaPIE: Proactive In-Ear Conversation Assistants
ACL 2025
BJTU at BEA 2025 Shared Task: Task-Aware Prompt Tuning and Data Augmentation for Evaluating AI Math Tutors
ACL 2025
Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support
EMNLP 2025
Planning with Diffusion Models for Target-Oriented Dialogue Systems
ACL 2025
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