Masked by Consensus: Disentangling Privileged Knowledge in LLM Correctness
Fuente:
arXiv
Saved in:
| Main Authors: | Ashuach, Tomer, Gretz, Shai, Katz, Yoav, Belinkov, Yonatan, Ein-Dor, Liat |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space
by: Ashuach, Tomer, et al.
Published: (2024)
by: Ashuach, Tomer, et al.
Published: (2024)
CRISP: Persistent Concept Unlearning via Sparse Autoencoders
by: Ashuach, Tomer, et al.
Published: (2025)
by: Ashuach, Tomer, et al.
Published: (2025)
Reasoning Models Know What's Important, and Encode It in Their Activations
by: Nikankin, Yaniv, et al.
Published: (2026)
by: Nikankin, Yaniv, et al.
Published: (2026)
Distinguishing Ignorance from Error in LLM Hallucinations
by: Simhi, Adi, et al.
Published: (2024)
by: Simhi, Adi, et al.
Published: (2024)
Are formal and functional linguistic mechanisms dissociated in language models?
by: Hanna, Michael, et al.
Published: (2025)
by: Hanna, Michael, et al.
Published: (2025)
Same Task, Different Circuits: Disentangling Modality-Specific Mechanisms in VLMs
by: Nikankin, Yaniv, et al.
Published: (2025)
by: Nikankin, Yaniv, et al.
Published: (2025)
Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs
by: Simhi, Adi, et al.
Published: (2024)
by: Simhi, Adi, et al.
Published: (2024)
Trust Me, I'm Wrong: LLMs Hallucinate with Certainty Despite Knowing the Answer
by: Simhi, Adi, et al.
Published: (2025)
by: Simhi, Adi, et al.
Published: (2025)
Have Faith in Faithfulness: Going Beyond Circuit Overlap When Finding Model Mechanisms
by: Hanna, Michael, et al.
Published: (2024)
by: Hanna, Michael, et al.
Published: (2024)
A Dataset for Metaphor Detection in Early Medieval Hebrew Poetry
by: Toker, Michael, et al.
Published: (2024)
by: Toker, Michael, et al.
Published: (2024)
HACK: Hallucinations Along Certainty and Knowledge Axes
by: Simhi, Adi, et al.
Published: (2025)
by: Simhi, Adi, et al.
Published: (2025)
ManagerBench: Evaluating the Safety-Pragmatism Trade-off in Autonomous LLMs
by: Simhi, Adi, et al.
Published: (2025)
by: Simhi, Adi, et al.
Published: (2025)
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics
by: Nikankin, Yaniv, et al.
Published: (2024)
by: Nikankin, Yaniv, et al.
Published: (2024)
Old Habits Die Hard: How Conversational History Geometrically Traps LLMs
by: Simhi, Adi, et al.
Published: (2026)
by: Simhi, Adi, et al.
Published: (2026)
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder
by: Arad, Dana, et al.
Published: (2023)
by: Arad, Dana, et al.
Published: (2023)
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
by: Orgad, Hadas, et al.
Published: (2024)
by: Orgad, Hadas, et al.
Published: (2024)
What makes a language easy to deep-learn? Deep neural networks and humans similarly benefit from compositional structure
by: Galke, Lukas, et al.
Published: (2023)
by: Galke, Lukas, et al.
Published: (2023)
Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines
by: Toker, Michael, et al.
Published: (2024)
by: Toker, Michael, et al.
Published: (2024)
Position-aware Automatic Circuit Discovery
by: Haklay, Tal, et al.
Published: (2025)
by: Haklay, Tal, et al.
Published: (2025)
Whose Facts Win? LLM Source Preferences under Knowledge Conflicts
by: Schuster, Jakob, et al.
Published: (2026)
by: Schuster, Jakob, et al.
Published: (2026)
Attentive Reasoning Queries: A Systematic Method for Optimizing Instruction-Following in Large Language Models
by: Karov, Bar, et al.
Published: (2025)
by: Karov, Bar, et al.
Published: (2025)
Mitigating Cross-Lingual Cultural Inconsistencies in LLMs via Consensus-Driven Preference Optimisation
by: Resck, Lucas, et al.
Published: (2026)
by: Resck, Lucas, et al.
Published: (2026)
Large Language Models Generate Harmful Content Using a Distinct, Unified Mechanism
by: Orgad, Hadas, et al.
Published: (2026)
by: Orgad, Hadas, et al.
Published: (2026)
Arabic Hate Speech Identification and Masking in Social Media using Deep Learning Models and Pre-trained Models Fine-tuning
by: Doghmash, Salam Thabet, et al.
Published: (2025)
by: Doghmash, Salam Thabet, et al.
Published: (2025)
HumanLLM: Benchmarking and Improving LLM Anthropomorphism via Human Cognitive Patterns
by: Wang, Xintao, et al.
Published: (2026)
by: Wang, Xintao, et al.
Published: (2026)
LLM-GLOBE: A Benchmark Evaluating the Cultural Values Embedded in LLM Output
by: Karinshak, Elise, et al.
Published: (2024)
by: Karinshak, Elise, et al.
Published: (2024)
Is Our Chatbot Telling Lies? Assessing Correctness of an LLM-based Dutch Support Chatbot
by: Lassche, Herman, et al.
Published: (2024)
by: Lassche, Herman, et al.
Published: (2024)
Revisiting Word Embeddings in the LLM Era
by: Mahajan, Yash, et al.
Published: (2024)
by: Mahajan, Yash, et al.
Published: (2024)
Decoding-Free Sampling Strategies for LLM Marginalization
by: Pohl, David, et al.
Published: (2025)
by: Pohl, David, et al.
Published: (2025)
Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue
by: Ma, Longxuan, et al.
Published: (2024)
by: Ma, Longxuan, et al.
Published: (2024)
LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues
by: Stacey, Joe, et al.
Published: (2024)
by: Stacey, Joe, et al.
Published: (2024)
Automatic Task Detection and Heterogeneous LLM Speculative Decoding
by: Ge, Danying, et al.
Published: (2025)
by: Ge, Danying, et al.
Published: (2025)
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
by: Chang, Hoyeon, et al.
Published: (2024)
by: Chang, Hoyeon, et al.
Published: (2024)
Intent Classification for Bank Chatbots through LLM Fine-Tuning
by: Lajčinová, Bibiána, et al.
Published: (2024)
by: Lajčinová, Bibiána, et al.
Published: (2024)
Can LLM Graph Reasoning Generalize beyond Pattern Memorization?
by: Zhang, Yizhuo, et al.
Published: (2024)
by: Zhang, Yizhuo, et al.
Published: (2024)
RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs
by: Saji, Alan, et al.
Published: (2025)
by: Saji, Alan, et al.
Published: (2025)
Text-Based Approaches to Item Difficulty Modeling in Large-Scale Assessments: A Systematic Review
by: Peters, Sydney, et al.
Published: (2025)
by: Peters, Sydney, et al.
Published: (2025)
LLMBridge: An LLM Pipeline for End-to-end Referential Bridging Resolution in English
by: Levine, Lauren, et al.
Published: (2026)
by: Levine, Lauren, et al.
Published: (2026)
Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering
by: Toroghi, Armin, et al.
Published: (2024)
by: Toroghi, Armin, et al.
Published: (2024)
Select or Project? Evaluating Lower-dimensional Vectors for LLM Training Data Explanations
by: Hinterleitner, Lukas, et al.
Published: (2026)
by: Hinterleitner, Lukas, et al.
Published: (2026)
Similar Items
-
REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space
by: Ashuach, Tomer, et al.
Published: (2024) -
CRISP: Persistent Concept Unlearning via Sparse Autoencoders
by: Ashuach, Tomer, et al.
Published: (2025) -
Reasoning Models Know What's Important, and Encode It in Their Activations
by: Nikankin, Yaniv, et al.
Published: (2026) -
Distinguishing Ignorance from Error in LLM Hallucinations
by: Simhi, Adi, et al.
Published: (2024) -
Are formal and functional linguistic mechanisms dissociated in language models?
by: Hanna, Michael, et al.
Published: (2025)