Saved in:
| Main Author: | Chang, Waldemar |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2602.15332 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Probing the Trajectories of Reasoning Traces in Large Language Models
by: Ballon, Marthe, et al.
Published: (2026)
by: Ballon, Marthe, et al.
Published: (2026)
Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories
by: Qu, Zhan, et al.
Published: (2026)
by: Qu, Zhan, et al.
Published: (2026)
Tracing Uncertainty in Language Model "Reasoning"
by: Grünefeld, Nils, et al.
Published: (2026)
by: Grünefeld, Nils, et al.
Published: (2026)
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
by: Wang, Changsheng, et al.
Published: (2025)
by: Wang, Changsheng, et al.
Published: (2025)
Reasoning-Trace Collapse: Evaluating the Loss of Explicit Reasoning During Fine-Tuning
by: Twist, Lukas, et al.
Published: (2026)
by: Twist, Lukas, et al.
Published: (2026)
Do Sparse Autoencoders Identify Reasoning Features in Language Models?
by: Ma, George, et al.
Published: (2026)
by: Ma, George, et al.
Published: (2026)
PORT: Preference Optimization on Reasoning Traces
by: Lahlou, Salem, et al.
Published: (2024)
by: Lahlou, Salem, et al.
Published: (2024)
Scaling Policy Compliance Assessment in Language Models with Policy Reasoning Traces
by: Imperial, Joseph Marvin, et al.
Published: (2025)
by: Imperial, Joseph Marvin, et al.
Published: (2025)
Think in Blocks: Adaptive Reasoning from Direct Response to Deep Reasoning
by: Zhu, Yekun, et al.
Published: (2025)
by: Zhu, Yekun, et al.
Published: (2025)
d2: Improving Reasoning in Diffusion Language Models via Trajectory Likelihood Estimation
by: Wang, Guanghan, et al.
Published: (2025)
by: Wang, Guanghan, et al.
Published: (2025)
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
by: Yue, Murong, et al.
Published: (2024)
by: Yue, Murong, et al.
Published: (2024)
Confidence Geometry Reveals Trace-Level Correctness in Large Language Model Reasoning
by: Liu, Shuo, et al.
Published: (2026)
by: Liu, Shuo, et al.
Published: (2026)
SpatialTraceGen: High-Fidelity Traces for Efficient VLM Spatial Reasoning Distillation
by: Huh, Gio, et al.
Published: (2025)
by: Huh, Gio, et al.
Published: (2025)
Latent Veracity Inference for Identifying Errors in Stepwise Reasoning
by: Kim, Minsu, et al.
Published: (2025)
by: Kim, Minsu, et al.
Published: (2025)
Post-Training as Reweighting: A Stochastic View of Reasoning Trajectories in Language Models
by: Bu, Dake, et al.
Published: (2025)
by: Bu, Dake, et al.
Published: (2025)
A Critical Review of Causal Reasoning Benchmarks for Large Language Models
by: Yang, Linying, et al.
Published: (2024)
by: Yang, Linying, et al.
Published: (2024)
Clever Materials: When Models Identify Good Materials for the Wrong Reasons
by: Jablonka, Kevin Maik
Published: (2026)
by: Jablonka, Kevin Maik
Published: (2026)
Adaptive Time Series Reasoning via Segment Selection
by: Messica, Shvat, et al.
Published: (2026)
by: Messica, Shvat, et al.
Published: (2026)
Uncovering the Representation Geometry of Minimal Cores in Overcomplete Reasoning Traces
by: Chowdhury, Sanjoy, et al.
Published: (2026)
by: Chowdhury, Sanjoy, et al.
Published: (2026)
CASK: Core-Aware Selective KV Compression for Reasoning Traces
by: Kim, Buseong, et al.
Published: (2026)
by: Kim, Buseong, et al.
Published: (2026)
Uncovering Graph Reasoning in Decoder-only Transformers with Circuit Tracing
by: Dai, Xinnan, et al.
Published: (2025)
by: Dai, Xinnan, et al.
Published: (2025)
Prioritize the Process, Not Just the Outcome: Rewarding Latent Thought Trajectories Improves Reasoning in Looped Language Models
by: Williams, Jonathan, et al.
Published: (2026)
by: Williams, Jonathan, et al.
Published: (2026)
Comparison of Deep Recurrent Neural Networks and Bayesian Neural Networks for Detecting Electric Motor Damage Through Sound Signal Analysis
by: Bauer, Waldemar, et al.
Published: (2025)
by: Bauer, Waldemar, et al.
Published: (2025)
Harnessing Reasoning Trajectories for Hallucination Detection via Answer-agreement Representation Shaping
by: Zhang, Jianxiong, et al.
Published: (2026)
by: Zhang, Jianxiong, et al.
Published: (2026)
ARBITER: Reasoning Trajectory Basins and Majority Vote Failures in Test-Time Sampling
by: Cai, Meng, et al.
Published: (2026)
by: Cai, Meng, et al.
Published: (2026)
R-Stitch: Dynamic Trajectory Stitching for Efficient Reasoning
by: Chen, Zhuokun, et al.
Published: (2025)
by: Chen, Zhuokun, et al.
Published: (2025)
Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning
by: Wang, Yiming, et al.
Published: (2024)
by: Wang, Yiming, et al.
Published: (2024)
ProcessBench: Identifying Process Errors in Mathematical Reasoning
by: Zheng, Chujie, et al.
Published: (2024)
by: Zheng, Chujie, et al.
Published: (2024)
Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing
by: Zhang, Zhongwang, et al.
Published: (2024)
by: Zhang, Zhongwang, et al.
Published: (2024)
Are Your Reasoning Models Reasoning or Guessing? A Mechanistic Analysis of Hierarchical Reasoning Models
by: Ren, Zirui, et al.
Published: (2026)
by: Ren, Zirui, et al.
Published: (2026)
ReasonIF: Large Reasoning Models Fail to Follow Instructions During Reasoning
by: Kwon, Yongchan, et al.
Published: (2025)
by: Kwon, Yongchan, et al.
Published: (2025)
Geometric Analysis of Reasoning Trajectories: A Phase Space Approach to Understanding Valid and Invalid Multi-Hop Reasoning in LLMs
by: Marin, Javier
Published: (2024)
by: Marin, Javier
Published: (2024)
Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning
by: Damirchi, Hamed, et al.
Published: (2026)
by: Damirchi, Hamed, et al.
Published: (2026)
Rethinking Expert Trajectory Utilization in LLM Post-training for Mathematical Reasoning
by: Ding, Bowen, et al.
Published: (2025)
by: Ding, Bowen, et al.
Published: (2025)
On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation
by: Huang, Kexin, et al.
Published: (2026)
by: Huang, Kexin, et al.
Published: (2026)
Learning to Trade Like an Expert: Cognitive Fine-Tuning for Stable Financial Reasoning in Language Models
by: Pan, Yuchen, et al.
Published: (2026)
by: Pan, Yuchen, et al.
Published: (2026)
Segment-Aligned Policy Optimization for Multi-Modal Reasoning
by: Gao, Lei, et al.
Published: (2026)
by: Gao, Lei, et al.
Published: (2026)
SynthPert: Enhancing LLM Biological Reasoning via Synthetic Reasoning Traces for Cellular Perturbation Prediction
by: Phillips, Lawrence, et al.
Published: (2025)
by: Phillips, Lawrence, et al.
Published: (2025)
ReaCritic: Reasoning Transformer-based DRL Critic-model Scaling For Wireless Networks
by: You, Feiran, et al.
Published: (2025)
by: You, Feiran, et al.
Published: (2025)
LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning
by: Wang, Junchi, et al.
Published: (2024)
by: Wang, Junchi, et al.
Published: (2024)
Similar Items
-
Probing the Trajectories of Reasoning Traces in Large Language Models
by: Ballon, Marthe, et al.
Published: (2026) -
Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories
by: Qu, Zhan, et al.
Published: (2026) -
Tracing Uncertainty in Language Model "Reasoning"
by: Grünefeld, Nils, et al.
Published: (2026) -
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
by: Wang, Changsheng, et al.
Published: (2025) -
Reasoning-Trace Collapse: Evaluating the Loss of Explicit Reasoning During Fine-Tuning
by: Twist, Lukas, et al.
Published: (2026)