inference-time scaling

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration OSDI 2026 Could language models win the International Linguistics Olympiad? CoNLL 2026 Diffusion Language Model Inference with Monte Carlo Tree Search EACL 2026 Efficient Thought Space Exploration Through Strategic Intervention AAAI 2026 Inference-time Scaling for Diffusion-based Audio Super-resolution AAAI 2026 Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding EACL 2026 On the Effect of Sampling Diversity in Scaling LLM Inference UAI 2026 OptScale: Probabilistic Optimality for Inference-time Scaling AAAI 2026 Rethinking Prompt Design for Inference-time Scaling in Text-to-Visual Generation CVPR 2026 Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier ACL 2026 ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling ACL 2026 Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus EMNLP 2025 DEL-ToM: Inference-Time Scaling for Theory-of-Mind Reasoning via Dynamic Epistemic Logic EMNLP 2025 HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks ACL 2025 Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study ACL 2025 MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025 Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection ICCV 2025 Scaling Inference Time Compute for Diffusion Models CVPR 2025 Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ACL 2025 Table-R1: Inference-Time Scaling for Table Reasoning Tasks EMNLP 2025 Think Twice, Generate Once: Safeguarding by Progressive Self-Reflection EMNLP 2025 Tool learning via Inference-time Scaling and Cycle Verifier ACL 2025 User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems ACL 2025