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Papers

ClusterRAG: Cluster-Based Collaborative Filtering for Personalized Retrieval-Augmented Generation ACL 2026 From ID to LLM: Rethinking Representation Learning for Recommendation ACL 2026 Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization ACL 2026 CIKT: A Collaborative and Iterative Knowledge Tracing Framework with Large Language Models EMNLP 2025 Exploiting contextual information to improve stance detection in informal political discourse with LLMs ACL 2025 Exploring Persona Sentiment Sensitivity in Personalized Dialogue Generation ACL 2025 MUSE: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles ACL 2025 PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data ACL 2025 Personalized Question Answering with User Profile Generation and Compression EMNLP 2025 ToolSpectrum: Towards Personalized Tool Utilization for Large Language Models ACL 2025 Hierarchical Reinforcement Learning for Point of Interest Recommendation IJCAI 2024 LaMP: When Large Language Models Meet Personalization ACL 2024 Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants EMNLP 2024 Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation NAACL 2022 MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling EMNLP 2022 Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 2022 Unveiling Real-Life Effects of Online Photo Sharing WACV 2022 Automatic Generation of Personalized Comment Based on User Profile ACL 2019 Hierarchical Reinforcement Learning for Course Recommendation in MOOCs AAAI 2019 Learning Personalized End-to-End Goal-Oriented Dialog AAAI 2019 User Profile Preserving Social Network Embedding IJCAI 2017 Distributed Representations for Building Profiles of Users and Items from Text Reviews COLING 2016 Learning to Discover Social Circles in Ego Networks NeurIPS 2012