User Modeling - a aligator1999 Collection

aligator1999 's Collections

User Modeling

updated about 13 hours ago

Reading Between the Prompts: How Stereotypes Shape LLM's Implicit Personalization

Paper • 2505.16467 • Published May 22, 2025

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IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data

Paper • 2506.02449 • Published Jun 3, 2025 • 1

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Localizing Persona Representations in LLMs

Paper • 2505.24539 • Published May 30, 2025

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Persona Vectors: Monitoring and Controlling Character Traits in Language Models

Paper • 2507.21509 • Published Jul 29, 2025 • 33

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Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale

Paper • 2504.14225 • Published Apr 19, 2025 • 1

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Language Models Change Facts Based on the Way You Talk

Paper • 2507.14238 • Published Jul 17, 2025 • 1

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Learning a Generative Meta-Model of LLM Activations

Paper • 2602.06964 • Published Feb 6 • 3

Note keyword: latent user attributes probing LLM activations - def. check out
CLaS-Bench: A Cross-Lingual Alignment and Steering Benchmark

Paper • 2601.08331 • Published Jan 13

Note keyword: linear probes demographic inference language model residual stream
Bi-directional Bias Attribution: Debiasing Large Language Models without Modifying Prompts

Paper • 2602.04398 • Published Feb 4

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Reasoning Beyond Chain-of-Thought: A Latent Computational Mode in Large Language Models

Paper • 2601.08058 • Published Jan 12

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YaPO: Learnable Sparse Activation Steering Vectors for Domain Adaptation

Paper • 2601.08441 • Published Jan 13 • 8

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Steer2Edit: From Activation Steering to Component-Level Editing

Paper • 2602.09870 • Published Feb 10 • 1

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Endogenous Resistance to Activation Steering in Language Models

Paper • 2602.06941 • Published Feb 6

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BLOCK-EM: Preventing Emergent Misalignment by Blocking Causal Features

Paper • 2602.00767 • Published Jan 31

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AntiPaSTO: Self-Supervised Steering of Moral Reasoning

Paper • 2601.07473 • Published Jan 12 • 1

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Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics

Paper • 2602.02343 • Published Feb 2 • 13

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Who's asking? User personas and the mechanics of latent misalignment

Paper • 2406.12094 • Published Jun 17, 2024
Contextualized Visual Personalization in Vision-Language Models

Paper • 2602.03454 • Published Feb 3 • 3

Note keyword: implicit personalization interpretability language models
When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs

Paper • 2601.11000 • Published Jan 16 • 27

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Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models

Paper • 2601.14152 • Published Jan 20 • 6

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Simplifying Outcomes of Language Model Component Analyses with ELIA

Paper • 2602.18262 • Published 22 days ago • 1

Note keyword: LLM user persona representation mechanistic interpretability
Language-based Trial and Error Falls Behind in the Era of Experience

Paper • 2601.21754 • Published Jan 29 • 16

Note keyword: latent user attributes probing LLM activations
Persona Prompting as a Lens on LLM Social Reasoning

Paper • 2601.20757 • Published Jan 28 • 3

Note keyword: steering vectors user persona demographic bias LLM
Fine-Grained Activation Steering: Steering Less, Achieving More

Paper • 2602.04428 • Published Feb 4

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