user modeling

Enhancing Reliability in Community Question Answering with an Expert-Oriented RAG System EACL 2026 Is He Extroverted? Identifying Missing Relevant Personas for Faithful User Simulation EACL 2026 Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval AAAI 2026 PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents EACL 2026 A Generative Framework for Personalized Sticker Retrieval EMNLP 2025 A Non-Contrastive Learning Framework for Sequential Recommendation with Preference-Preserving Profile Generation ICLR 2025 Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems EMNLP 2025 Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation EMNLP 2025 ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025 HPDM: A Hierarchical Popularity-aware Debiased Modeling Approach for Personalized News Recommender IJCAI 2025 iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025 IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data EMNLP 2025 LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation AAAI 2025 Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization ACL 2025 Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025 Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach AAAI 2025 PersonaTwin: A Multi-Tier Prompt Conditioning Framework for Generating and Evaluating Personalized Digital Twins ACL 2025 PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025 Presumed Cultural Identity: How Names Shape LLM Responses EMNLP 2025 Proactive User Information Acquisition via Chats on User-Favored Topics EMNLP 2025 Towards Author-informed NLP: Mind the Social Bias EMNLP 2025 ABLE: Personalized Disability Support with Politeness and Empathy Integration EMNLP 2024 Active Listening: Personalized Question Generation in Open-Domain Social Conversation with User Model Based Prompting EMNLP 2024 A Survey on Cross-Domain Sequential Recommendation IJCAI 2024 Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both? ACL 2024