Segment-Level Attribution for Selective Learning of Long Reasoning Traces
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Siyuan, Liu, Yanchen, Ren, Xiang |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Lookahead Tree-Based Rollouts for Enhanced Trajectory-Level Exploration in Reinforcement Learning with Verifiable Rewards
by: Xing, Shangyu, et al.
Published: (2025)
by: Xing, Shangyu, et al.
Published: (2025)
Stepwise Informativeness Search for Efficient and Effective LLM Reasoning
by: Wang, Siyuan, et al.
Published: (2025)
by: Wang, Siyuan, et al.
Published: (2025)
Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs
by: Wang, Siyuan, et al.
Published: (2024)
by: Wang, Siyuan, et al.
Published: (2024)
Multimodal Fact-Level Attribution for Verifiable Reasoning
by: Wan, David, et al.
Published: (2026)
by: Wan, David, et al.
Published: (2026)
NaturalThoughts: Selecting and Distilling Reasoning Traces for General Reasoning Tasks
by: Li, Yang, et al.
Published: (2025)
by: Li, Yang, et al.
Published: (2025)
ReasonOps: Operator Segmentation for LLM Reasoning Traces
by: Lee, Daniel, et al.
Published: (2026)
by: Lee, Daniel, et al.
Published: (2026)
LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts
by: Wang, Siyuan, et al.
Published: (2025)
by: Wang, Siyuan, et al.
Published: (2025)
Stabilizing Efficient Reasoning with Step-Level Advantage Selection
by: Wang, Han, et al.
Published: (2026)
by: Wang, Han, et al.
Published: (2026)
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)
Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents
by: Shi, Yaorui, et al.
Published: (2025)
by: Shi, Yaorui, et al.
Published: (2025)
Interleaved Latent Visual Reasoning with Selective Perceptual Modeling
by: Dong, Shuai, et al.
Published: (2025)
by: Dong, Shuai, et al.
Published: (2025)
It is Time to Develop an Auditing Framework to Promote Value Aware Chatbots
by: Wang, Yanchen, et al.
Published: (2024)
by: Wang, Yanchen, et al.
Published: (2024)
Pixel-Level Reasoning Segmentation via Multi-turn Conversations
by: Cai, Dexian, et al.
Published: (2025)
by: Cai, Dexian, et al.
Published: (2025)
Symbolic Working Memory Enhances Language Models for Complex Rule Application
by: Wang, Siyuan, et al.
Published: (2024)
by: Wang, Siyuan, et al.
Published: (2024)
What Really Counts? Examining Step and Token Level Attribution in Multilingual CoT Reasoning
by: Ferrao, Jeremias, et al.
Published: (2025)
by: Ferrao, Jeremias, et al.
Published: (2025)
Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning
by: Yang, Cehao, et al.
Published: (2025)
by: Yang, Cehao, et al.
Published: (2025)
Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time
by: Li, Huihan, et al.
Published: (2025)
by: Li, Huihan, et al.
Published: (2025)
Can Input Attributions Explain Inductive Reasoning in In-Context Learning?
by: Ye, Mengyu, et al.
Published: (2024)
by: Ye, Mengyu, et al.
Published: (2024)
DIAGRAMS: A Review Framework for Reasoning-Level Attribution in Diagram QA
by: Iyengar, Anirudh Iyengar Kaniyar Narayana, et al.
Published: (2026)
by: Iyengar, Anirudh Iyengar Kaniyar Narayana, et al.
Published: (2026)
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
by: Li, Huihan, et al.
Published: (2023)
by: Li, Huihan, et al.
Published: (2023)
HART: Data-Driven Hallucination Attribution and Evidence-Based Tracing for Large Language Models
by: Liang, Shize, et al.
Published: (2026)
by: Liang, Shize, et al.
Published: (2026)
Attributing Culture-Conditioned Generations to Pretraining Corpora
by: Li, Huihan, et al.
Published: (2024)
by: Li, Huihan, et al.
Published: (2024)
AttnTrace: Contextual Attribution of Prompt Injection and Knowledge Corruption
by: Wang, Yanting, et al.
Published: (2025)
by: Wang, Yanting, et al.
Published: (2025)
Attribute or Abstain: Large Language Models as Long Document Assistants
by: Buchmann, Jan, et al.
Published: (2024)
by: Buchmann, Jan, et al.
Published: (2024)
Learning Multiple Utterance-Level Attribute Representations with a Unified Speech Encoder
by: Bouziane, Maryem, et al.
Published: (2026)
by: Bouziane, Maryem, et al.
Published: (2026)
TraceBack: Multi-Agent Decomposition for Fine-Grained Table Attribution
by: Anvekar, Tejas, et al.
Published: (2026)
by: Anvekar, Tejas, et al.
Published: (2026)
Learning to Reason: Training LLMs with GPT-OSS or DeepSeek R1 Reasoning Traces
by: Shmidman, Shaltiel, et al.
Published: (2025)
by: Shmidman, Shaltiel, et al.
Published: (2025)
Reasoning or Retrieval? A Study of Answer Attribution on Large Reasoning Models
by: Wang, Yuhui, et al.
Published: (2025)
by: Wang, Yuhui, et al.
Published: (2025)
ReasoningFlow: Semantic Structure of Complex Reasoning Traces
by: Lee, Jinu, et al.
Published: (2025)
by: Lee, Jinu, et al.
Published: (2025)
StepCodeReasoner: Aligning Code Reasoning with Stepwise Execution Traces via Reinforcement Learning
by: Wang, Hao, et al.
Published: (2026)
by: Wang, Hao, et al.
Published: (2026)
Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving
by: Gao, Songyang, et al.
Published: (2025)
by: Gao, Songyang, et al.
Published: (2025)
Graph-O1 : Monte Carlo Tree Search with Reinforcement Learning for Text-Attributed Graph Reasoning
by: Liu, Lihui
Published: (2025)
by: Liu, Lihui
Published: (2025)
Learning to Reason for Long-Form Story Generation
by: Gurung, Alexander, et al.
Published: (2025)
by: Gurung, Alexander, et al.
Published: (2025)
Where Did This Sentence Come From? Tracing Provenance in LLM Reasoning Distillation
by: Liu, Kaiyuan, et al.
Published: (2025)
by: Liu, Kaiyuan, et al.
Published: (2025)
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems
by: Deng, Xinle, et al.
Published: (2026)
by: Deng, Xinle, et al.
Published: (2026)
ReasoningShield: Safety Detection over Reasoning Traces of Large Reasoning Models
by: Li, Changyi, et al.
Published: (2025)
by: Li, Changyi, et al.
Published: (2025)
FaithRL: Learning to Reason Faithfully through Step-Level Faithfulness Maximization
by: Gui, Runquan, et al.
Published: (2026)
by: Gui, Runquan, et al.
Published: (2026)
Dep-Search: Learning Dependency-Aware Reasoning Traces with Persistent Memory
by: Liu, Yanming, et al.
Published: (2026)
by: Liu, Yanming, et al.
Published: (2026)
Information-Preserving Reformulation of Reasoning Traces for Antidistillation
by: Ding, Jiayu, et al.
Published: (2025)
by: Ding, Jiayu, et al.
Published: (2025)
Facet-Level Tracing of Evidence Uncertainty and Hallucination in RAG
by: Elchafei, Passant, et al.
Published: (2026)
by: Elchafei, Passant, et al.
Published: (2026)
Similar Items
-
Lookahead Tree-Based Rollouts for Enhanced Trajectory-Level Exploration in Reinforcement Learning with Verifiable Rewards
by: Xing, Shangyu, et al.
Published: (2025) -
Stepwise Informativeness Search for Efficient and Effective LLM Reasoning
by: Wang, Siyuan, et al.
Published: (2025) -
Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs
by: Wang, Siyuan, et al.
Published: (2024) -
Multimodal Fact-Level Attribution for Verifiable Reasoning
by: Wan, David, et al.
Published: (2026) -
NaturalThoughts: Selecting and Distilling Reasoning Traces for General Reasoning Tasks
by: Li, Yang, et al.
Published: (2025)