conftrace_

user modeling

134 papers

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Also known as

UM

Co-occurring keywords

recommender system (534) news recommendation (55) large language model (13587) collaborative filtering (300) text classification (6793) recurrent neural network (1790) dialogue system (1667) attention mechanism (4001) representation learning (6206) sequential recommendation (117)

Papers

PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents EACL 2026
Is He Extroverted? Identifying Missing Relevant Personas for Faithful User Simulation EACL 2026
Enhancing Reliability in Community Question Answering with an Expert-Oriented RAG System EACL 2026
Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval AAAI 2026
An Analysis of Large Language Models for Simulating User Responses in Surveys AACL 2025
Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation EMNLP 2025
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data EMNLP 2025
Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems EMNLP 2025
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization ACL 2025
Proactive User Information Acquisition via Chats on User-Favored Topics EMNLP 2025
iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025
A Generative Framework for Personalized Sticker Retrieval EMNLP 2025
PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025
HPDM: A Hierarchical Popularity-aware Debiased Modeling Approach for Personalized News Recommender IJCAI 2025
PersonaTwin: A Multi-Tier Prompt Conditioning Framework for Generating and Evaluating Personalized Digital Twins ACL 2025
Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach AAAI 2025
ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025
Presumed Cultural Identity: How Names Shape LLM Responses EMNLP 2025
Towards Author-informed NLP: Mind the Social Bias EMNLP 2025
LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation AAAI 2025
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025
A Survey on Cross-Domain Sequential Recommendation IJCAI 2024
Implicit Personalization in Language Models: A Systematic Study EMNLP 2024
LGMRec: Local and Global Graph Learning for Multimodal Recommendation AAAI 2024
Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024