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Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models ACL 2025 SFS: Smarter Code Space Search improves LLM Inference Scaling ICLR 2025 SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation ACL 2025 SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models ICLR 2025 Stepwise Informativeness Search for Improving LLM Reasoning EMNLP 2025 Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking ACL 2025 ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations EMNLP 2025 Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models ICLR 2025 TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling EMNLP 2025 TreeRL: LLM Reinforcement Learning with On-Policy Tree Search ACL 2025 VCA: Video Curious Agent for Long Video Understanding ICCV 2025 VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025 Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search EMNLP 2025 ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration EMNLP 2025 Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP 2024 AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training ICML 2024 Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search IJCAI 2024 Preference-Guided Reflective Sampling for Aligning Language Models EMNLP 2024 Reinforcement Learning within Tree Search for Fast Macro Placement ICML 2024 ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search NeurIPS 2024 SPO: Sequential Monte Carlo Policy Optimisation NeurIPS 2024 ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search ICLR 2024 Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024 Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization AAAI 2024 Video Language Planning ICLR 2024