persona consistency

Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems ACL 2026 Neuro-Symbolic Agentic Reinforcement Learning for Long-Term Original Character Companionship and Interaction ACL 2026 Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs EMNLP 2025 Can LLM Agents Maintain a Persona in Discourse? EMNLP 2025 CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents NAACL 2025 Dialogue Language Model with Large-Scale Persona Data Engineering NAACL 2025 Do LLMs have Consistent Values? ICLR 2025 Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025 Persona-Consistent Dialogue Generation via Pseudo Preference Tuning COLING 2025 PersonaGym: Evaluating Persona Agents and LLMs EMNLP 2025 Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation ACL 2025 Chamain: Harmonizing Character Persona Integrity with Domain-Adaptive Knowledge in Dialogue Generation ACL 2024 Personalized Topic Selection Model for Topic-Grounded Dialogue ACL 2024 Building Persona Consistent Dialogue Agents with Offline Reinforcement Learning EMNLP 2023 Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues EMNLP 2023 Learning to Know Myself: A Coarse-to-Fine Persona-Aware Training Framework for Personalized Dialogue Generation AAAI 2023 Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues AAAI 2023 Multimodal Persona Based Generation of Comic Dialogs ACL 2023 RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation ACL 2023 RPTCS: A Reinforced Persona-aware Topic-guiding Conversational System EACL 2023 Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization ACL 2023 Towards Zero-Shot Persona Dialogue Generation with In-Context Learning ACL 2023 Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement COLING 2022 Improving Factual Consistency Between a Response and Persona Facts EACL 2021 XPersona: Evaluating Multilingual Personalized Chatbot EMNLP 2021