Tethered Reasoning: Decoupling Entropy from Hallucination in Quantized LLMs via Manifold Steering
Fuente:
arXiv
Saved in:
| Main Author: | Atkinson, Craig |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Trilemma of Truth in Large Language Models
by: Savcisens, Germans, et al.
Published: (2025)
by: Savcisens, Germans, et al.
Published: (2025)
Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation
by: Vasilev, Stefan, et al.
Published: (2025)
by: Vasilev, Stefan, et al.
Published: (2025)
Can LLMs Compute with Reasons?
by: Sandilya, Harshit, et al.
Published: (2024)
by: Sandilya, Harshit, et al.
Published: (2024)
Zero- and Few-Shot Prompting with LLMs: A Comparative Study with Fine-tuned Models for Bangla Sentiment Analysis
by: Hasan, Md. Arid, et al.
Published: (2023)
by: Hasan, Md. Arid, et al.
Published: (2023)
Fine-Tuning LLMs on Small Medical Datasets: Text Classification and Normalization Effectiveness on Cardiology reports and Discharge records
by: Losch, Noah, et al.
Published: (2025)
by: Losch, Noah, et al.
Published: (2025)
Automatic identification of diagnosis from hospital discharge letters via weakly-supervised Natural Language Processing
by: Torri, Vittorio, et al.
Published: (2024)
by: Torri, Vittorio, et al.
Published: (2024)
Transparency-First Medical Language Models: Datasheets, Model Cards, and End-to-End Data Provenance for Clinical NLP
by: Imanov, Olaf Yunus Laitinen, et al.
Published: (2026)
by: Imanov, Olaf Yunus Laitinen, et al.
Published: (2026)
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters
by: Torri, Vittorio, et al.
Published: (2025)
by: Torri, Vittorio, et al.
Published: (2025)
DAEDRA: A language model for predicting outcomes in passive pharmacovigilance reporting
by: von Csefalvay, Chris
Published: (2024)
by: von Csefalvay, Chris
Published: (2024)
Semantic Convergence: Investigating Shared Representations Across Scaled LLMs
by: Son, Daniel, et al.
Published: (2025)
by: Son, Daniel, et al.
Published: (2025)
Adaptive Steering and Remasking for Safe Generation in Diffusion Language Models
by: Lee, Yejin, et al.
Published: (2026)
by: Lee, Yejin, et al.
Published: (2026)
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive Grammars
by: Kornilov, Albert, et al.
Published: (2024)
by: Kornilov, Albert, et al.
Published: (2024)
Conformal Path Reasoning: Trustworthy Knowledge Graph Question Answering via Path-Level Calibration
by: Lin, Shuhang, et al.
Published: (2026)
by: Lin, Shuhang, et al.
Published: (2026)
Quantifying Genuine Awareness in Hallucination Prediction Beyond Question-Side Shortcuts
by: Seo, Yeongbin, et al.
Published: (2025)
by: Seo, Yeongbin, et al.
Published: (2025)
Mitigating LLM Hallucinations through Domain-Grounded Tiered Retrieval
by: Haque, Md. Asraful, et al.
Published: (2026)
by: Haque, Md. Asraful, et al.
Published: (2026)
Position-aware Automatic Circuit Discovery
by: Haklay, Tal, et al.
Published: (2025)
by: Haklay, Tal, et al.
Published: (2025)
$FastDoc$: Domain-Specific Fast Continual Pre-training Technique using Document-Level Metadata and Taxonomy
by: Nandy, Abhilash, et al.
Published: (2023)
by: Nandy, Abhilash, et al.
Published: (2023)
FairLangProc: A Python package for fairness in NLP
by: Pérez-Peralta, Arturo, et al.
Published: (2025)
by: Pérez-Peralta, Arturo, et al.
Published: (2025)
A-VERT: Agnostic Verification with Embedding Ranking Targets
by: Aguirre, Nicolás, et al.
Published: (2025)
by: Aguirre, Nicolás, et al.
Published: (2025)
LLM Questionnaire Completion for Automatic Psychiatric Assessment
by: Rosenman, Gony, et al.
Published: (2024)
by: Rosenman, Gony, et al.
Published: (2024)
Pivot Language for Low-Resource Machine Translation
by: Talwar, Abhimanyu, et al.
Published: (2025)
by: Talwar, Abhimanyu, et al.
Published: (2025)
A Flexible Large Language Models Guardrail Development Methodology Applied to Off-Topic Prompt Detection
by: Chua, Gabriel, et al.
Published: (2024)
by: Chua, Gabriel, et al.
Published: (2024)
Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition
by: Rehman, Abdul, et al.
Published: (2024)
by: Rehman, Abdul, et al.
Published: (2024)
PolyTruth: Multilingual Disinformation Detection using Transformer-Based Language Models
by: Gouliev, Zaur, et al.
Published: (2025)
by: Gouliev, Zaur, et al.
Published: (2025)
Beyond Long Context: When Semantics Matter More than Tokens
by: Chawdhury, Tarun Kumar, et al.
Published: (2025)
by: Chawdhury, Tarun Kumar, et al.
Published: (2025)
Latent Object Permanence: Topological Phase Transitions, Free-Energy Principles, and Renormalization Group Flows in Deep Transformer Manifolds
by: Alpay, Faruk, et al.
Published: (2026)
by: Alpay, Faruk, et al.
Published: (2026)
Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models
by: Park, Seungcheol, et al.
Published: (2025)
by: Park, Seungcheol, et al.
Published: (2025)
Reducing Hallucinations in Summarization via Reinforcement Learning with Entity Hallucination Index
by: Katwe, Praveenkumar, et al.
Published: (2025)
by: Katwe, Praveenkumar, et al.
Published: (2025)
Mitigating Position-Shift Failures in Text-Based Modular Arithmetic via Position Curriculum and Template Diversity
by: Yudin, Nikolay
Published: (2026)
by: Yudin, Nikolay
Published: (2026)
Cache-to-Cache: Direct Semantic Communication Between Large Language Models
by: Fu, Tianyu, et al.
Published: (2025)
by: Fu, Tianyu, et al.
Published: (2025)
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)
Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs
by: Anshumann, et al.
Published: (2025)
by: Anshumann, et al.
Published: (2025)
LLMs for Legal Subsumption in German Employment Contracts
by: Wardas, Oliver, et al.
Published: (2025)
by: Wardas, Oliver, et al.
Published: (2025)
Knowledge Distillation of Domain-adapted LLMs for Question-Answering in Telecom
by: Sen, Rishika, et al.
Published: (2025)
by: Sen, Rishika, et al.
Published: (2025)
Survey and Evaluation of Converging Architecture in LLMs based on Footsteps of Operations
by: Kim, Seongho, et al.
Published: (2024)
by: Kim, Seongho, et al.
Published: (2024)
ENIGMA: The Geometry of Reasoning and Alignment in Large-Language Models
by: Seneque, Gareth, et al.
Published: (2025)
by: Seneque, Gareth, et al.
Published: (2025)
Multiplication in Multimodal LLMs: Computation with Text, Image, and Audio Inputs
by: Balter, Samuel G., et al.
Published: (2026)
by: Balter, Samuel G., et al.
Published: (2026)
When Retrieval Succeeds and Fails: Rethinking Retrieval-Augmented Generation for LLMs
by: Wang, Yongjie, et al.
Published: (2025)
by: Wang, Yongjie, et al.
Published: (2025)
TRUE: A Trustworthy Unified Explanation Framework for Large Language Model Reasoning
by: Yang, Yujiao
Published: (2026)
by: Yang, Yujiao
Published: (2026)
The Unlikely Duel: Evaluating Creative Writing in LLMs through a Unique Scenario
by: Gómez-Rodríguez, Carlos, et al.
Published: (2024)
by: Gómez-Rodríguez, Carlos, et al.
Published: (2024)
Similar Items
-
The Trilemma of Truth in Large Language Models
by: Savcisens, Germans, et al.
Published: (2025) -
Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation
by: Vasilev, Stefan, et al.
Published: (2025) -
Can LLMs Compute with Reasons?
by: Sandilya, Harshit, et al.
Published: (2024) -
Zero- and Few-Shot Prompting with LLMs: A Comparative Study with Fine-tuned Models for Bangla Sentiment Analysis
by: Hasan, Md. Arid, et al.
Published: (2023) -
Fine-Tuning LLMs on Small Medical Datasets: Text Classification and Normalization Effectiveness on Cardiology reports and Discharge records
by: Losch, Noah, et al.
Published: (2025)