linear probe

A Shared Geometry of Difficulty in Multilingual Language Models ACL 2026 Calibrating LLM Judges: Linear Probes for Fast and Reliable Uncertainty Estimation ACL 2026 Out of Distribution, Out of Luck: Process Rewards Misguide Reasoning Models EACL 2026 Stop Probing, Start Coding: Why Linear Probes and Sparse Autoencoders Fail at Compositional Generalization UAI 2026 Sycophancy Hides Linearly in the Attention Heads EACL 2026 Sycophantic Anchors: Localizing and Quantifying User Agreement in Reasoning Models ACL 2026 When Do Models Actually Decide? Mapping the Layer-Wise Decision Timeline in Pretrained Neural Networks CVPR 2026 Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions EMNLP 2025 BabyLM’s First Words: Word Segmentation as a Phonological Probing Task CoNLL 2025 DAPI: Domain Adaptive Toxicity Probe Vector Intervention, for Fine-Grained Detoxification ACL 2025 Detecting Strategic Deception with Linear Probes ICML 2025 Do LLMs ``know'' internally when they follow instructions? ICLR 2025 Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data NAACL 2025 Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes ACL 2025 “I’ve Decided to Leak”: Probing Internals Behind Prompt Leakage Intents EMNLP 2025 Language Models Encode the Value of Numbers Linearly COLING 2025 Linear Representations of Political Perspective Emerge in Large Language Models ICLR 2025 Probing Political Ideology in Large Language Models: How Latent Political Representations Generalize Across Tasks EMNLP 2025 Reading Between the Prompts: How Stereotypes Shape LLM’s Implicit Personalization EMNLP 2025 Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution EMNLP 2025 Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation EMNLP 2025 Trick or Neat: Adversarial Ambiguity and Language Model Evaluation ACL 2025 When Truthful Representations Flip Under Deceptive Instructions? EMNLP 2025 CheckersGPT: Learning World Models through Language Modeling ACL 2024 Distinguishing the Knowable from the Unknowable with Language Models ICML 2024