Cover Image

Recommendations by Concise User Profiles from Review Text

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Torbati, Ghazaleh Haratinezhad, Tigunova, Anna, Yates, Andrew, Weikum, Gerhard
Format:	Preprint
Published:	2023
Subjects:	Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RAG-based Question Answering over Heterogeneous Data and Text
by: Christmann, Philipp, et al.
Published: (2024)

Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering
by: Kaiser, Magdalena, et al.
Published: (2025)

Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data
by: Christmann, Philipp, et al.
Published: (2025)

The ReQAP System for Question Answering over Personal Information
by: Christmann, Philipp, et al.
Published: (2025)

Transfer Learning for E-commerce Query Product Type Prediction
by: Tigunova, Anna, et al.
Published: (2024)

Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents
by: Singhania, Sneha, et al.
Published: (2024)

Faithful Temporal Question Answering over Heterogeneous Sources
by: Jia, Zhen, et al.
Published: (2024)

UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text
by: Pramanik, Soumajit, et al.
Published: (2021)

Transparent and Scrutable Recommendations Using Natural Language User Profiles
by: Ramos, Jerome, et al.
Published: (2024)

DUET: Joint Exploration of User Item Profiles in Recommendation System
by: Chen, Yue, et al.
Published: (2026)

Multi-Scenario User Profile Construction via Recommendation Lists
by: Zhang, Hui, et al.
Published: (2026)

Automatic Construction of Multi-faceted User Profiles using Text Clustering and its Application to Expert Recommendation and Filtering Problems
by: de Campos, Luis M., et al.
Published: (2024)

Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation
by: Kaiser, Magdalena, et al.
Published: (2023)

Post-Training Denoising of User Profiles with LLMs in Collaborative Filtering Recommendation
by: Dervishaj, Ervin, et al.
Published: (2026)

Effectiveness of LLMs in Temporal User Profiling for Recommendation
by: Sabouri, Milad, et al.
Published: (2025)

SciNUP: Natural Language User Interest Profiles for Scientific Literature Recommendation
by: Arustashvili, Mariam, et al.
Published: (2025)

Diagnostic-Guided Dynamic Profile Optimization for LLM-based User Simulators in Sequential Recommendation
by: Liu, Hongyang, et al.
Published: (2025)

GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems
by: Wongso, Wilson, et al.
Published: (2024)

A Contrastive Framework with User, Item and Review Alignment for Recommendation
by: Dong, Hoang V., et al.
Published: (2025)

Task-Aware Automated User Profile Generation for Recommendation Simulation Using Large Language Models
by: Wanyan, Xinye, et al.
Published: (2026)

LettinGo: Explore User Profile Generation for Recommendation System
by: Wang, Lu, et al.
Published: (2025)

End-to-end Training for Recommendation with Language-based User Profiles
by: Gao, Zhaolin, et al.
Published: (2024)

Enhancing Lexicon-Based Text Embeddings with Large Language Models
by: Lei, Yibin, et al.
Published: (2025)

Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?
by: Li, Ming, et al.
Published: (2024)

Shilling Recommender Systems by Generating Side-feature-aware Fake User Profiles
by: Wang, Yuanrong, et al.
Published: (2025)

Tricolore: Multi-Behavior User Profiling for Enhanced Candidate Generation in Recommender Systems
by: Zhou, Xiao, et al.
Published: (2025)

Modeling User Fatigue for Sequential Recommendation
by: Li, Nian, et al.
Published: (2024)

Temporal User Profiling with LLMs: Balancing Short-Term and Long-Term Preferences for Recommendations
by: Sabouri, Milad, et al.
Published: (2025)

Corpus-informed Retrieval Augmented Generation of Clarifying Questions
by: Krasakis, Antonios Minas, et al.
Published: (2024)

Constructing Set-Compositional and Negated Representations for First-Stage Ranking
by: Krasakis, Antonios Minas, et al.
Published: (2025)

Collaborative User Prompt for Personalized Generative Recommendation
by: Ramos, Jerome, et al.
Published: (2024)

Heterogeneous User Modeling for LLM-based Recommendation
by: Bao, Honghui, et al.
Published: (2025)

The Role of Fake Users in Sequential Recommender Systems
by: Betello, Filippo
Published: (2024)

Selecting User Histories to Generate LLM Users for Cold-Start Item Recommendation
by: Subbaraman, Nachiket, et al.
Published: (2025)

Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions
by: Hogan, Aidan, et al.
Published: (2025)

Multistakeholder Impacts of Profile Portability in a Recommender Ecosystem
by: Buhayh, Anas, et al.
Published: (2026)

Biases in LLM-Generated Musical Taste Profiles for Recommendation
by: Sguerra, Bruno, et al.
Published: (2025)

Capturing User Interests from Data Streams for Continual Sequential Recommendation
by: Lee, Gyuseok, et al.
Published: (2025)

Prompt Tuning as User Inherent Profile Inference Machine
by: Lu, Yusheng, et al.
Published: (2024)

Graph-based Recommendation for Sparse and Heterogeneous User Interactions
by: Bruun, Simone Borg, et al.
Published: (2023)