THREAD: Thinking Deeper with Recursive Spawning
Fuente:
arXiv
Saved in:
| Main Authors: | Schroeder, Philip, Morgan, Nathaniel, Luo, Hongyin, Glass, James |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ROVER: Recursive Reasoning Over Videos with Vision-Language Models for Embodied Tasks
by: Schroeder, Philip, et al.
Published: (2025)
by: Schroeder, Philip, et al.
Published: (2025)
Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning
by: Luo, Hongyin, et al.
Published: (2025)
by: Luo, Hongyin, et al.
Published: (2025)
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers
by: Zhang, Tianhua, et al.
Published: (2024)
by: Zhang, Tianhua, et al.
Published: (2024)
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains
by: Li, Kun, et al.
Published: (2024)
by: Li, Kun, et al.
Published: (2024)
RAG-Zeval: Towards Robust and Interpretable Evaluation on RAG Responses through End-to-End Rule-Guided Reasoning
by: Li, Kun, et al.
Published: (2025)
by: Li, Kun, et al.
Published: (2025)
Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning
by: Wang, Futing, et al.
Published: (2026)
by: Wang, Futing, et al.
Published: (2026)
Quantifying Generalization Complexity for Large Language Models
by: Qi, Zhenting, et al.
Published: (2024)
by: Qi, Zhenting, et al.
Published: (2024)
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution
by: Li, Kun, et al.
Published: (2025)
by: Li, Kun, et al.
Published: (2025)
TreePS-RAG: Tree-based Process Supervision for Reinforcement Learning in Agentic RAG
by: Zhang, Tianhua, et al.
Published: (2026)
by: Zhang, Tianhua, et al.
Published: (2026)
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
by: Chuang, Yung-Sung, et al.
Published: (2023)
by: Chuang, Yung-Sung, et al.
Published: (2023)
Addition is All You Need for Energy-efficient Language Models
by: Luo, Hongyin, et al.
Published: (2024)
by: Luo, Hongyin, et al.
Published: (2024)
Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence
by: McLeish, Sean, et al.
Published: (2025)
by: McLeish, Sean, et al.
Published: (2025)
Thinking Deeper, Not Longer: Depth-Recurrent Transformers for Compositional Generalization
by: Chen, Hung-Hsuan
Published: (2026)
by: Chen, Hung-Hsuan
Published: (2026)
Recursive Think-Answer Process for LLMs and VLMs
by: Lee, Byung-Kwan, et al.
Published: (2026)
by: Lee, Byung-Kwan, et al.
Published: (2026)
Reranking Passages with Coarse-to-Fine Neural Retriever Enhanced by List-Context Information
by: Zhu, Hongyin
Published: (2023)
by: Zhu, Hongyin
Published: (2023)
Industry Risk Assessment via Hierarchical Financial Data Using Stock Market Sentiment Indicators
by: Zhu, Hongyin
Published: (2023)
by: Zhu, Hongyin
Published: (2023)
Think, But Don't Overthink: Reproducing Recursive Language Models
by: Wang, Daren
Published: (2026)
by: Wang, Daren
Published: (2026)
Self-Specialization: Uncovering Latent Expertise within Large Language Models
by: Kang, Junmo, et al.
Published: (2023)
by: Kang, Junmo, et al.
Published: (2023)
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning
by: Zhang, Tianhua, et al.
Published: (2023)
by: Zhang, Tianhua, et al.
Published: (2023)
Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning
by: Yang, Wang, et al.
Published: (2025)
by: Yang, Wang, et al.
Published: (2025)
Challenges and Responses in the Practice of Large Language Models
by: Zhu, Hongyin
Published: (2024)
by: Zhu, Hongyin
Published: (2024)
Architectural Foundations for the Large Language Model Infrastructures
by: Zhu, Hongyin
Published: (2024)
by: Zhu, Hongyin
Published: (2024)
Unifying Ontology Construction and Semantic Alignment for Deterministic Enterprise Reasoning at Scale
by: Zhu, Hongyin
Published: (2026)
by: Zhu, Hongyin
Published: (2026)
Deep Research Brings Deeper Harm
by: Chen, Shuo, et al.
Published: (2025)
by: Chen, Shuo, et al.
Published: (2025)
Test-time Recursive Thinking: Self-Improvement without External Feedback
by: Zhuang, Yufan, et al.
Published: (2026)
by: Zhuang, Yufan, et al.
Published: (2026)
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
by: Kang, Junmo, et al.
Published: (2024)
by: Kang, Junmo, et al.
Published: (2024)
Unlocking Recursive Thinking of LLMs: Alignment via Refinement
by: Zhang, Haoke, et al.
Published: (2025)
by: Zhang, Haoke, et al.
Published: (2025)
Climate Change from Large Language Models
by: Zhu, Hongyin, et al.
Published: (2023)
by: Zhu, Hongyin, et al.
Published: (2023)
The Unreasonable Ineffectiveness of the Deeper Layers
by: Gromov, Andrey, et al.
Published: (2024)
by: Gromov, Andrey, et al.
Published: (2024)
Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks
by: Zhu, Hongyin
Published: (2024)
by: Zhu, Hongyin
Published: (2024)
MatryoshkaThinking: Recursive Test-Time Scaling Enables Efficient Reasoning
by: Chen, Hongwei, et al.
Published: (2025)
by: Chen, Hongwei, et al.
Published: (2025)
Listen, Think, and Understand
by: Gong, Yuan, et al.
Published: (2023)
by: Gong, Yuan, et al.
Published: (2023)
Beyond Single-Shot: Multi-step Tool Retrieval via Query Planning
by: Fang, Wei, et al.
Published: (2026)
by: Fang, Wei, et al.
Published: (2026)
Training Task Experts through Retrieval Based Distillation
by: Ge, Jiaxin, et al.
Published: (2024)
by: Ge, Jiaxin, et al.
Published: (2024)
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph
by: Liang, Xujian, et al.
Published: (2025)
by: Liang, Xujian, et al.
Published: (2025)
DTCRS: Dynamic Tree Construction for Recursive Summarization
by: Luo, Guanran, et al.
Published: (2026)
by: Luo, Guanran, et al.
Published: (2026)
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces
by: Chang, Heng-Jui, et al.
Published: (2023)
by: Chang, Heng-Jui, et al.
Published: (2023)
Acquisition of Recursive Possessives and Recursive Locatives in Mandarin
by: Fu, Chenxi, et al.
Published: (2024)
by: Fu, Chenxi, et al.
Published: (2024)
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
by: Gong, Zhaoyan, et al.
Published: (2025)
by: Gong, Zhaoyan, et al.
Published: (2025)
Construct, Align, and Reason: Large Ontology Models for Enterprise Knowledge Management
by: Zhang, Yao, et al.
Published: (2026)
by: Zhang, Yao, et al.
Published: (2026)
Similar Items
-
ROVER: Recursive Reasoning Over Videos with Vision-Language Models for Embodied Tasks
by: Schroeder, Philip, et al.
Published: (2025) -
Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning
by: Luo, Hongyin, et al.
Published: (2025) -
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers
by: Zhang, Tianhua, et al.
Published: (2024) -
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains
by: Li, Kun, et al.
Published: (2024) -
RAG-Zeval: Towards Robust and Interpretable Evaluation on RAG Responses through End-to-End Rule-Guided Reasoning
by: Li, Kun, et al.
Published: (2025)