Tuning-Free LLM Can Build A Strong Recommender Under Sparse Connectivity And Knowledge Gap Via Extracting Intent
Fuente:
arXiv
Saved in:
| Main Authors: | Zheng, Wenqing, Fatsi, Noah, Barcklow, Daniel, Kalaev, Dmitri, Yao, Steven, Reinert, Owen, Bruss, C. Bayan, Rosa, Daniele |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Revisiting RAG Retrievers: An Information Theoretic Benchmark
by: Zheng, Wenqing, et al.
Published: (2026)
by: Zheng, Wenqing, et al.
Published: (2026)
Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks
by: Fathony, Rizal, et al.
Published: (2025)
by: Fathony, Rizal, et al.
Published: (2025)
GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences
by: Dey, Priyanka, et al.
Published: (2025)
by: Dey, Priyanka, et al.
Published: (2025)
AI versus AI in Financial Crimes and Detection: GenAI Crime Waves to Co-Evolutionary AI
by: Kurshan, Eren, et al.
Published: (2024)
by: Kurshan, Eren, et al.
Published: (2024)
EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles
by: Agrawal, Aakriti, et al.
Published: (2024)
by: Agrawal, Aakriti, et al.
Published: (2024)
EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles
by: Agrawal, Aakriti, et al.
Published: (2025)
by: Agrawal, Aakriti, et al.
Published: (2025)
Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models
by: Arbuzov, Mikhail L., et al.
Published: (2025)
by: Arbuzov, Mikhail L., et al.
Published: (2025)
Telegraph English: Semantic Prompt Compression via Structured Symbolic Rewriting
by: Arbuzov, Mikhail L., et al.
Published: (2026)
by: Arbuzov, Mikhail L., et al.
Published: (2026)
Strong Polarization‐Tuned Optical Nonlinearity Via Femtosecond‐Laser Plasmonic Nanolithography in Lithium Niobate (Small 25/2025)
by: Han Zhu, et al.
Published: (2025)
by: Han Zhu, et al.
Published: (2025)
Bridging the Intent Gap: Knowledge-Enhanced Visual Generation
by: Cheng, Yi, et al.
Published: (2024)
by: Cheng, Yi, et al.
Published: (2024)
Zero-shot Multivariate Time Series Forecasting Using Tabular Prior Fitted Networks
by: Jayawardhana, Mayuka, et al.
Published: (2026)
by: Jayawardhana, Mayuka, et al.
Published: (2026)
The Architecture of Errors: From Universal Impossibility to Patch-Local LLM Reliability
by: Arbuzov, Mikhail L., et al.
Published: (2026)
by: Arbuzov, Mikhail L., et al.
Published: (2026)
Influencia de la presión y la temperatura en la reacción de hidroformilación en medio bifásico del 1-hexeno en régimen continuo con el complejo catalítico [(µ-Pz)(CO)(TFFTS)Rh]2 (I)
by: Arnoldo Bruss
Published: (2006)
by: Arnoldo Bruss
Published: (2006)
Modulation by context of a scene in monkey anterior inferotemporal cortex during a saccadic eye movement task
by: Bruss Lima
Published: (2003)
by: Bruss Lima
Published: (2003)
LLMAR: A Tuning-Free Recommendation Framework for Sparse and Text-Rich Industrial Domains
by: Hishikawa, Ryogo, et al.
Published: (2026)
by: Hishikawa, Ryogo, et al.
Published: (2026)
BEDTime: A Unified Benchmark for Automatically Describing Time Series
by: Sen, Medhasweta, et al.
Published: (2025)
by: Sen, Medhasweta, et al.
Published: (2025)
NILC: Discovering New Intents with LLM-assisted Clustering
by: Wang, Hongtao, et al.
Published: (2025)
by: Wang, Hongtao, et al.
Published: (2025)
LLMs Can Learn to Reason Via Off-Policy RL
by: Ritter, Daniel, et al.
Published: (2026)
by: Ritter, Daniel, et al.
Published: (2026)
Knowledge-Aware Multi-Intent Contrastive Learning for Multi-Behavior Recommendation
by: Liang, Shunpan, et al.
Published: (2024)
by: Liang, Shunpan, et al.
Published: (2024)
What Can Be Recovered Under Sparse Adversarial Corruption? Assumption-Free Theory for Linear Measurements
by: Halder, Vishal, et al.
Published: (2025)
by: Halder, Vishal, et al.
Published: (2025)
Interactions between resource dependent branching processes and equilibria
by: Bruss, F. Thomas
Published: (2025)
by: Bruss, F. Thomas
Published: (2025)
An ... 2391 / Blondel-Roger Bruss
by: Bruss, Blondel-Roger
by: Bruss, Blondel-Roger
Mathematical intuition, deep learning, and Robbins' problem
by: Bruss, F. Thomas
Published: (2023)
by: Bruss, F. Thomas
Published: (2023)
Subtle Signs of Scribal Intent in the Voynich Manuscript
by: Steckley, Andrew, et al.
Published: (2024)
by: Steckley, Andrew, et al.
Published: (2024)
Análise das Díades para Compreender a Semelhança da Ação Estratégica: uma aplicação da Regressão Múltipla QAP (MRQAP)
by: Maurício Reinert
Published: (2012)
by: Maurício Reinert
Published: (2012)
MEANINGS OF LEISURE AND ITS IMPACTS ON THE EXPERIENCE OF ESCAPISM, PERSONAL FULFILLMENT, AND USE OF SPACES
by: Venilton Reinert
Published: (2025)
by: Venilton Reinert
Published: (2025)
O Inframince: A Potencialidade De Um Campo Relacional
by: Leila Reinert
Published: (2019)
by: Leila Reinert
Published: (2019)
INTERSECÇÕES ENTRE CLIMA E COMPROMETIMENTO ORGANIZACIONAL: UMA ANÁLISE DOS ANTECEDENTES, DIMENSIONALIDADE E ENCONTROS ENTRE CONSTRUTOS
by: Maurício Reinert
Published: (2011)
by: Maurício Reinert
Published: (2011)
Incorporating Classifier-Free Guidance in Diffusion Model-Based Recommendation
by: Buchanan, Noah, et al.
Published: (2024)
by: Buchanan, Noah, et al.
Published: (2024)
Filling the Gaps: Selective Knowledge Augmentation for LLM Recommenders
by: Lee, Jaehyun, et al.
Published: (2026)
by: Lee, Jaehyun, et al.
Published: (2026)
Just How Flexible are Neural Networks in Practice?
by: Shwartz-Ziv, Ravid, et al.
Published: (2024)
by: Shwartz-Ziv, Ravid, et al.
Published: (2024)
Revenue Maximization Under Sequential Price Competition Via The Estimation Of s-Concave Demand Functions
by: Bracale, Daniele, et al.
Published: (2025)
by: Bracale, Daniele, et al.
Published: (2025)
The parameterized complexity of Strong Conflict-Free Vertex-Connection Colorability
by: Feghali, Carl, et al.
Published: (2025)
by: Feghali, Carl, et al.
Published: (2025)
Strong reducibilities and set theory
by: Schweber, Noah
Published: (2024)
by: Schweber, Noah
Published: (2024)
Intent-Guided Reasoning for Sequential Recommendation
by: Shao, Yifan, et al.
Published: (2025)
by: Shao, Yifan, et al.
Published: (2025)
Intent-Interest Disentanglement and Item-Aware Intent Contrastive Learning for Sequential Recommendation
by: Choi, Yijin, et al.
Published: (2025)
by: Choi, Yijin, et al.
Published: (2025)
Can LLMs Predict Citation Intent? An Experimental Analysis of In-Context Learning and Fine-Tuning on Open LLMs
by: Koloveas, Paris, et al.
Published: (2025)
by: Koloveas, Paris, et al.
Published: (2025)
Competing Risk Extension of the Cloning–Censoring–Weighting Framework
by: Sardini, Bayan
Published: (2026)
by: Sardini, Bayan
Published: (2026)
NoorBayan/Quranic: Quranic
by: NoorBayan
Published: (2025)
by: NoorBayan
Published: (2025)
Educational implications of incorporating contemporary interactive techniques into the curriculum
by: Bayan S. Seifullina
Published: (2024)
by: Bayan S. Seifullina
Published: (2024)
Similar Items
-
Revisiting RAG Retrievers: An Information Theoretic Benchmark
by: Zheng, Wenqing, et al.
Published: (2026) -
Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks
by: Fathony, Rizal, et al.
Published: (2025) -
GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences
by: Dey, Priyanka, et al.
Published: (2025) -
AI versus AI in Financial Crimes and Detection: GenAI Crime Waves to Co-Evolutionary AI
by: Kurshan, Eren, et al.
Published: (2024) -
EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles
by: Agrawal, Aakriti, et al.
Published: (2024)