:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Li, Zhaoyi, Zhang, Xu, Wan, Xiaojun
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2603.14410
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MCTS: A Multi-Reference Chinese Text Simplification Dataset
by: Chong, Ruining, et al.
Published: (2023)

FastMCTS: A Simple Sampling Strategy for Data Synthesis
by: Li, Peiji, et al.
Published: (2025)

Magellan: Guided MCTS for Latent Space Exploration and Novelty Generation
by: Chang, Lufan
Published: (2025)

Enhancing Test-Time Scaling of Large Language Models with Hierarchical Retrieval-Augmented MCTS
by: Dou, Alex ZH, et al.
Published: (2025)

SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation
by: Xu, Bin, et al.
Published: (2024)

MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search
by: Hu, Yunhai, et al.
Published: (2025)

RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation
by: Li, Qingyao, et al.
Published: (2024)

When Diffusion Breaks Constraints: Sequential Autoregressive Generation with RL and MCTS
by: Zhao, Zirui, et al.
Published: (2025)

IESR:Efficient MCTS-Based Modular Reasoning for Text-to-SQL with Large Language Models
by: Liu, Tao, et al.
Published: (2026)

Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction
by: Wu, Tao, et al.
Published: (2025)

PRISM-MCTS: Learning from Reasoning Trajectories with Metacognitive Reflection
by: Cheng, Siyuan, et al.
Published: (2026)

MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering
by: Xiong, Guanming, et al.
Published: (2025)

Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS
by: Wu, Jinyang, et al.
Published: (2024)

Bilevel MCTS for Amortized O(1) Node Selection in Classical Planning
by: Asai, Masataro
Published: (2025)

Reasoning in Action: MCTS-Driven Knowledge Retrieval for Large Language Models
by: Liu, Shuqi, et al.
Published: (2025)

I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search
by: Liang, Zujie, et al.
Published: (2025)

Self-Correcting RAG: Enhancing Faithfulness via MMKP Context Selection and NLI-Guided MCTS
by: Xu, Shijia, et al.
Published: (2026)

ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents
by: Li, Zhigen, et al.
Published: (2024)

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions
by: Acuna, David, et al.
Published: (2025)

ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
by: Zhang, Dan, et al.
Published: (2024)

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
by: Yu, Xiao, et al.
Published: (2024)

Empirical-MCTS: Continuous Agent Evolution via Dual-Experience Monte Carlo Tree Search
by: Lu, Hao, et al.
Published: (2026)

Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning
by: Wang, Xiyao, et al.
Published: (2024)

DAMR: Efficient and Adaptive Context-Aware Knowledge Graph Question Answering with LLM-Guided MCTS
by: Wang, Yingxu, et al.
Published: (2025)

MCTS-SQL: Light-Weight LLMs can Master the Text-to-SQL through Monte Carlo Tree Search
by: Yuan, Shuozhi, et al.
Published: (2025)

MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models
by: Yan, Siyu, et al.
Published: (2025)

COS(M+O)S: Curiosity and RL-Enhanced MCTS for Exploring Story Space via Language Models
by: Materzok, Tobias
Published: (2025)

CFunModel: A "Funny" Language Model Capable of Chinese Humor Generation and Processing
by: Yu, Zhenghan, et al.
Published: (2025)

MINOS: A Multimodal Evaluation Model for Bidirectional Generation Between Image and Text
by: Zhang, Junzhe, et al.
Published: (2025)

BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging
by: Zhou, Xinliang, et al.
Published: (2024)

C-FAITH: A Chinese Fine-Grained Benchmark for Automated Hallucination Evaluation
by: Zhang, Xu, et al.
Published: (2025)

UniAIDet: A Unified and Universal Benchmark for AI-Generated Image Content Detection and Localization
by: Zhang, Huixuan, et al.
Published: (2025)

Error-Robust Retrieval for Chinese Spelling Check
by: Yin, Xunjian, et al.
Published: (2022)

AniMaker: Multi-Agent Animated Storytelling with MCTS-Driven Clip Generation
by: Shi, Haoyuan, et al.
Published: (2025)

VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search
by: Brandfonbrener, David, et al.
Published: (2024)

Practical MCTS-based Query Optimization: A Reproducibility Study and new MCTS algorithm for complex queries
by: Burlakov, Vladimir, et al.
Published: (2026)

Evaluating, Understanding, and Improving Constrained Text Generation for Large Language Models
by: Chen, Xiang, et al.
Published: (2023)

A Training-free LLM-based Approach to General Chinese Character Error Correction
by: Zhou, Houquan, et al.
Published: (2025)

ContraSolver: Self-Alignment of Language Models by Resolving Internal Preference Contradictions
by: Zhang, Xu, et al.
Published: (2024)

Enhancing Jailbreak Attacks with Diversity Guidance
by: Zhang, Xu, et al.
Published: (2024)