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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
Fine-Tuning Open Access LLMs for High-Precision NLU in Goal-Driven Dialog Systems
COLING 2024
NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes
ACL 2024
Inside Out: Emotional Multiagent Multimodal Dialogue Systems
IJCAI 2024
LLMs of Catan: Exploring Pragmatic Capabilities of Generative Chatbots Through Prediction and Classification of Dialogue Acts in Boardgames’ Multi-party Dialogues
COLING 2024
Decoding the Metrics Maze: Navigating the Landscape of Conversational Question Answering System Evaluation in Procedural Tasks
COLING 2024
The Need for Grounding in LLM-based Dialogue Systems
COLING 2024
Impact of Decoding Methods on Human Alignment of Conversational LLMs
ACL 2024
On the Benchmarking of LLMs for Open-Domain Dialogue Evaluation
ACL 2024
Evaluating ChatNetZero, an LLM-Chatbot to Demystify Climate Pledges
ACL 2024
Revealing User Familiarity Bias in Task-Oriented Dialogue via Interactive Evaluation
ACL 2024
Self-Improving Customer Review Response Generation Based on LLMs
COLING 2024
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems
ACL 2024
Intersectionality in AI Safety: Using Multilevel Models to Understand Diverse Perceptions of Safety in Conversational AI
COLING 2024
Chamain: Harmonizing Character Persona Integrity with Domain-Adaptive Knowledge in Dialogue Generation
ACL 2024
EmpatheticFIG at WASSA 2024 Empathy and Personality Shared Task: Predicting Empathy and Emotion in Conversations with Figurative Language
ACL 2024
Faithful Persona-based Conversational Dataset Generation with Large Language Models
ACL 2024
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade
NAACL 2024
KnowComp at DialAM-2024: Fine-tuning Pre-trained Language Models for Dialogical Argument Mining with Inference Anchoring Theory
ACL 2024
RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
ACL 2024
Knowledge-enhanced Response Generation in Dialogue Systems: Current Advancements and Emerging Horizons
COLING 2024
To What Extent Are Large Language Models Capable of Generating Substantial Reflections for Motivational Interviewing Counseling Chatbots? A Human Evaluation
ACL 2024
LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems
NAACL 2024
Using Information Retrieval Techniques to Automatically Repurpose Existing Dialogue Datasets for Safe Chatbot Development
COLING 2024
Personalized Topic Selection Model for Topic-Grounded Dialogue
ACL 2024
NEGOTIATOR: A Comprehensive Framework for Human-Agent Negotiation Integrating Preferences, Interaction, and Emotion
IJCAI 2024
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