·
DataBubble
  • Home
  • Models
  • News
  • Compare
  • Boards
  • Pricing
  • About
  • Newsletter
  • Methodology
  • Contact
Latest
Reasoning Externalization for Faithful Large Language Model Narratives of Stock Return Predictions6h◆Consistent Plan-Act for Long-Horizon Agentic Tasks6h◆Predictive Self-Supervised Learning Provably Identifies Stochastic Signals under Nuisance6h◆Boosting Adversarial Robustness and Generalization with Dictionary Structure6h◆PivotOPD: Learning to Recover from Pivotal Mistakes in Multi-Turn Agents6h◆TED:Text-Axis Evidence Decomposition for Prompted Anomaly Localization6h◆COMiT: Learning Structured Visual Tokens through Sequential Communication6h◆On the (In)effectiveness of AMR Augmentation for Large Language Models6h◆cua-speedrun: Standardized Benchmarking of the Speed of Computer-Use Agents6h◆Compress to Remember: Learning Compact Memory via On-Policy Distillation for Long Video Generation6h◆Building Socio-Affective Artificial Intelligence for Interactive Multi-Agent Simulations6h◆Mitigating Memorization In Language Models6h◆MoEless: Efficient MoE LLM Serving with Serverless Experts6h◆Fork-Think with Confidence6h◆Where Does Randomness Matter in Neural Cellular Automata?6h◆Learning to Route in Visual Space via Multi-Step Embedding Retrieval6h◆Beyond Discrimination: Calibrated Geoprior Fusion for Bioacoustic Monitoring6h◆A Moving-Horizon Approximate Branch-and-Reduce Method for Deep Classification Trees6h◆Caption-Mediated Perceived-Safety Estimation for Pedestrian Routing6h◆Data-Free Pruning of Self-Attention Layers in LLMs6h◆Reasoning Externalization for Faithful Large Language Model Narratives of Stock Return Predictions6h◆Consistent Plan-Act for Long-Horizon Agentic Tasks6h◆Predictive Self-Supervised Learning Provably Identifies Stochastic Signals under Nuisance6h◆Boosting Adversarial Robustness and Generalization with Dictionary Structure6h◆PivotOPD: Learning to Recover from Pivotal Mistakes in Multi-Turn Agents6h◆TED:Text-Axis Evidence Decomposition for Prompted Anomaly Localization6h◆COMiT: Learning Structured Visual Tokens through Sequential Communication6h◆On the (In)effectiveness of AMR Augmentation for Large Language Models6h◆cua-speedrun: Standardized Benchmarking of the Speed of Computer-Use Agents6h◆Compress to Remember: Learning Compact Memory via On-Policy Distillation for Long Video Generation6h◆Building Socio-Affective Artificial Intelligence for Interactive Multi-Agent Simulations6h◆Mitigating Memorization In Language Models6h◆MoEless: Efficient MoE LLM Serving with Serverless Experts6h◆Fork-Think with Confidence6h◆Where Does Randomness Matter in Neural Cellular Automata?6h◆Learning to Route in Visual Space via Multi-Step Embedding Retrieval6h◆Beyond Discrimination: Calibrated Geoprior Fusion for Bioacoustic Monitoring6h◆A Moving-Horizon Approximate Branch-and-Reduce Method for Deep Classification Trees6h◆Caption-Mediated Perceived-Safety Estimation for Pedestrian Routing6h◆Data-Free Pruning of Self-Attention Layers in LLMs6h◆
News/Alleviating Hallucination in Reasoning Tasks with Training-Free Uncertainty-Guided Steering
arxiv
PublishedOctober 1, 2026 at 4:00 AM

Alleviating Hallucination in Reasoning Tasks with Training-Free Uncertainty-Guided Steering

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2609.38962v1 Announce Type: new Abstract: Recent work on hallucination detection in large language models has shown that, for a fixed pre-trained model and reasoning task, it is possible to estimate the model's confidence in the correctness of its outputs. Such uncertainty estimates have prima

Stay posted· Newsletter

A 5-min weekly brief — top movers, price watch, story of the week.

// no spam · unsubscribe one-click · free forever

Discussion
Source
↗
arxiv
Read original ↗All from arxiv →

No replies yet. Be first.

Source
↗
arxiv
Read original ↗All from arxiv →

Related coverage

More from ARXIV
arxivReasoning Externalization for Faithful Large Language Model Narratives of Stock Return Predictions6harxivConsistent Plan-Act for Long-Horizon Agentic Tasks6harxivPredictive Self-Supervised Learning Provably Identifies Stochastic Signals under Nuisance6harxivBoosting Adversarial Robustness and Generalization with Dictionary Structure6h
The Bubble Brief
WEEKLY

Read AI insights every Tuesday — top movers, new releases, story of the week.

// no spam · unsubscribe one-click · free forever

Originally published on arxiv ↗
Built by Marouane Gazouzi
HomeModelsNews