Conf-Profile: A Confidence-Driven Reasoning Paradigm for Label-Free User Profiling

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Li, Yingxin, Zhao, Jianbo, Ren, Xueyu, Tang, Jie, You, Wangjie, Chen, Xu, Zhou, Kan, Feng, Chao, Ran, Jiao, Meng, Yuan, Wang, Zhi
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Benchmarking Chinese Commonsense Reasoning with a Multi-hop Reasoning Perspective
di: You, Wangjie, et al.
Pubblicazione: (2025)

SteerConf: Steering LLMs for Confidence Elicitation
di: Zhou, Ziang, et al.
Pubblicazione: (2025)

ConfSpec: Efficient Step-Level Speculative Reasoning via Confidence-Gated Verification
di: Liu, Siran, et al.
Pubblicazione: (2026)

ConfRAG: Confidence-Guided Retrieval-Augmenting Generation
di: Huang, Yin, et al.
Pubblicazione: (2025)

Conf-GNNRec: Quantifying and Calibrating the Prediction Confidence for GNN-based Recommendation Methods
di: Yan, Meng, et al.
Pubblicazione: (2025)

ConfProBench: A Confidence Evaluation Benchmark for MLLM-Based Process Judges
di: Zhou, Yue, et al.
Pubblicazione: (2025)

Fast Label‐Free Metabolic Profile Recognition Identifies Phenylketonuria and Subtypes
di: Haiyang Su, et al.
Pubblicazione: (2024)

ConfTuner: Training Large Language Models to Express Their Confidence Verbally
di: Li, Yibo, et al.
Pubblicazione: (2025)

BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents
di: Ou, Litu, et al.
Pubblicazione: (2025)

ConfClip: Confidence-Weighted and Clipped Reward for Reinforcement Learning in LLMs
di: Zhang, Bonan, et al.
Pubblicazione: (2025)

ConfLayers: Adaptive Confidence-based Layer Skipping for Self-Speculative Decoding
di: Amer, Walaa, et al.
Pubblicazione: (2026)

Quantitative Label‐Free Surface‐Enhanced Raman Spectroscopic Transcriptome‐Wide Profiling of RNA Adenosine Methylation
di: Yangcenzi Xie, et al.
Pubblicazione: (2025)

MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
di: Xue, Boyang, et al.
Pubblicazione: (2024)

MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
di: Xue, Boyang, et al.
Pubblicazione: (2024)

ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization
di: Yoon, Hee Suk, et al.
Pubblicazione: (2025)

Label‐Free Profiling of Immunoglobulin Isotypes Using Solid‐State Nanopores
di: Iris Baffour Ansah, et al.
Pubblicazione: (2026)

RAG-based User Profiling for Precision Planning in Mixed-precision Over-the-Air Federated Learning
di: Yuan, Jinsheng, et al.
Pubblicazione: (2025)

Bridging Textual Profiles and Latent User Embeddings for Personalization
di: Tan, Zhaoxuan, et al.
Pubblicazione: (2026)

ConfCtrl: Enabling Precise Camera Control in Video Diffusion via Confidence-Aware Interpolation
di: Yang, Liudi, et al.
Pubblicazione: (2026)

RouteProfile: Graph-Based Profiling for Cold-Start LLM Routing
di: Xu, Jingjun, et al.
Pubblicazione: (2026)

ConfHit: Conformal Generative Design with Oracle Free Guarantees
di: Laghuvarapu, Siddhartha, et al.
Pubblicazione: (2026)

Step-Back Profiling: Distilling User History for Personalized Scientific Writing
di: Tang, Xiangru, et al.
Pubblicazione: (2024)

Information‐Distilled Generative Label‐Free Morphological Profiling Encodes Cellular Heterogeneity
di: Michelle C. K. Lo, et al.
Pubblicazione: (2024)

scGSDR: Harnessing Gene Semantics for Single-Cell Pharmacological Profiling
di: Huang, Yu-An, et al.
Pubblicazione: (2025)

User Profiles in Organizational Environments
di: Teixeira, Claudio, et al.
Pubblicazione: (2008)

Identifying User Profiles Via User Footprints
di: Kowsari, Yasamin
Pubblicazione: (2022)

Graph-based multi-Feature fusion method for speech emotion recognition
di: Liu, Xueyu, et al.
Pubblicazione: (2024)

Revealing and Mitigating the Local Pattern Shortcuts of Mamba
di: You, Wangjie, et al.
Pubblicazione: (2024)

Comparisons of Whole Saliva and Cell Free Saliva by DIA‐Based Proteome Profiling
di: Ling‐ling Jiao, et al.
Pubblicazione: (2024)

An Electroencephalography Profile of Paroxysmal Kinesigenic Dyskinesia
di: Huichun Luo, et al.
Pubblicazione: (2024)

User Modeling and User Profiling: A Comprehensive Survey
di: Purificato, Erasmo, et al.
Pubblicazione: (2024)

Label‐Free Leukocyte Biophysical Profiling Using Impedance‐Deformability Cytometry for Rapid Cardiovascular Risk Stratification
di: Linwei He, et al.
Pubblicazione: (2025)

Language-Based User Profiles for Recommendation
di: Zhou, Joyce, et al.
Pubblicazione: (2024)

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

Thinking by Subtraction: Confidence-Driven Contrastive Decoding for LLM Reasoning
di: Tang, Lexiang, et al.
Pubblicazione: (2026)

ProfilingAgent: Profiling-Guided Agentic Reasoning for Adaptive Model Optimization
di: Jafari, Sadegh, et al.
Pubblicazione: (2025)

UCLP: Unsupervised Classification of Key Aspects in Vulnerability Descriptions Through Label Profile
di: Linyi Han, et al.
Pubblicazione: (2025)

Towards Proactive Personalization through Profile Customization for Individual Users in Dialogues
di: Zhang, Xiaotian, et al.
Pubblicazione: (2025)

D4PM: A Dual-branch Driven Denoising Diffusion Probabilistic Model with Joint Posterior Diffusion Sampling for EEG Artifacts Removal
di: Shao, Feixue, et al.
Pubblicazione: (2025)

ProfileXAI: User-Adaptive Explainable AI
di: Corrales, Gilber A., et al.
Pubblicazione: (2025)