BFS-PO: Best-First Search for Large Reasoning Models
Fuente:
arXiv
Saved in:
| Main Authors: | Parascandolo, Fiorenzo, Tan, Wenhui, Sangineto, Enver, Song, Ruihua, Cucchiara, Rita |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Causal Graphical Models for Vision-Language Compositional Understanding
by: Parascandolo, Fiorenzo, et al.
Published: (2024)
by: Parascandolo, Fiorenzo, et al.
Published: (2024)
Restoring Exploration after Post-Training: Latent Exploration Decoding for Large Reasoning Models
by: Tan, Wenhui, et al.
Published: (2026)
by: Tan, Wenhui, et al.
Published: (2026)
One Transformer for All Time Series: Representing and Training with Time-Dependent Heterogeneous Tabular Data
by: Luetto, Simone, et al.
Published: (2023)
by: Luetto, Simone, et al.
Published: (2023)
Diffusion Transformers for Tabular Data Time Series Generation
by: Garuti, Fabrizio, et al.
Published: (2025)
by: Garuti, Fabrizio, et al.
Published: (2025)
FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models
by: Jiang, Kehan, et al.
Published: (2026)
by: Jiang, Kehan, et al.
Published: (2026)
Pair-In, Pair-Out: Latent Multi-Token Prediction for Efficient LLMs
by: Tan, Wenhui, et al.
Published: (2026)
by: Tan, Wenhui, et al.
Published: (2026)
Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis
by: Bucciarelli, Davide, et al.
Published: (2024)
by: Bucciarelli, Davide, et al.
Published: (2024)
Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives
by: Sarto, Sara, et al.
Published: (2025)
by: Sarto, Sara, et al.
Published: (2025)
Enhancing Multimodal Large Language Models for Ancient Chinese Character Evolution Analysis via Glyph-Driven Fine-Tuning
by: Song, Rui, et al.
Published: (2026)
by: Song, Rui, et al.
Published: (2026)
Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process
by: Chen, Zhijun, et al.
Published: (2025)
by: Chen, Zhijun, et al.
Published: (2025)
BFS-Prover: Scalable Best-First Tree Search for LLM-based Automatic Theorem Proving
by: Xin, Ran, et al.
Published: (2025)
by: Xin, Ran, et al.
Published: (2025)
Accelerating Large Language Model Reasoning via Speculative Search
by: Wang, Zhihai, et al.
Published: (2025)
by: Wang, Zhihai, et al.
Published: (2025)
Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning
by: Rajaee, Sara, et al.
Published: (2025)
by: Rajaee, Sara, et al.
Published: (2025)
RaTA-Tool: Retrieval-based Tool Selection with Multimodal Large Language Models
by: Mattioli, Gabriele, et al.
Published: (2026)
by: Mattioli, Gabriele, et al.
Published: (2026)
Hyperbolic Safety-Aware Vision-Language Models
by: Poppi, Tobia, et al.
Published: (2025)
by: Poppi, Tobia, et al.
Published: (2025)
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models
by: Baraldi, Lorenzo, et al.
Published: (2025)
by: Baraldi, Lorenzo, et al.
Published: (2025)
Search-o1: Agentic Search-Enhanced Large Reasoning Models
by: Li, Xiaoxi, et al.
Published: (2025)
by: Li, Xiaoxi, et al.
Published: (2025)
AIGeN: An Adversarial Approach for Instruction Generation in VLN
by: Rawal, Niyati, et al.
Published: (2024)
by: Rawal, Niyati, et al.
Published: (2024)
BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues
by: Sarto, Sara, et al.
Published: (2024)
by: Sarto, Sara, et al.
Published: (2024)
OThink-SRR1: Search, Refine and Reasoning with Reinforced Learning for Large Language Models
by: Liang, Haijian, et al.
Published: (2026)
by: Liang, Haijian, et al.
Published: (2026)
Scalable Best-of-N Selection for Large Language Models via Self-Certainty
by: Kang, Zhewei, et al.
Published: (2025)
by: Kang, Zhewei, et al.
Published: (2025)
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
by: Xu, Fengli, et al.
Published: (2025)
by: Xu, Fengli, et al.
Published: (2025)
AT$^2$PO: Agentic Turn-based Policy Optimization via Tree Search
by: Zong, Zefang, et al.
Published: (2026)
by: Zong, Zefang, et al.
Published: (2026)
The Revolution of Multimodal Large Language Models: A Survey
by: Caffagni, Davide, et al.
Published: (2024)
by: Caffagni, Davide, et al.
Published: (2024)
Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models
by: Tan, Xingwei, et al.
Published: (2026)
by: Tan, Xingwei, et al.
Published: (2026)
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining
by: Liu, Shuqi, et al.
Published: (2024)
by: Liu, Shuqi, et al.
Published: (2024)
Emergent Search and Backtracking in Latent Reasoning Models
by: Cui, Jasmine, et al.
Published: (2026)
by: Cui, Jasmine, et al.
Published: (2026)
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models
by: Ding, Wenxuan, et al.
Published: (2023)
by: Ding, Wenxuan, et al.
Published: (2023)
Can Large Language Models do Analytical Reasoning?
by: Hu, Yebowen, et al.
Published: (2024)
by: Hu, Yebowen, et al.
Published: (2024)
Reasoning in Action: MCTS-Driven Knowledge Retrieval for Large Language Models
by: Liu, Shuqi, et al.
Published: (2025)
by: Liu, Shuqi, et al.
Published: (2025)
ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering
by: Compagnoni, Alberto, et al.
Published: (2025)
by: Compagnoni, Alberto, et al.
Published: (2025)
One2set + Large Language Model: Best Partners for Keyphrase Generation
by: Shao, Liangying, et al.
Published: (2024)
by: Shao, Liangying, et al.
Published: (2024)
Precedent-Informed Reasoning: Mitigating Overthinking in Large Reasoning Models via Test-Time Precedent Learning
by: Wang, Qianyue, et al.
Published: (2026)
by: Wang, Qianyue, et al.
Published: (2026)
Struct-X: Enhancing Large Language Models Reasoning with Structured Data
by: Tan, Xiaoyu, et al.
Published: (2024)
by: Tan, Xiaoyu, et al.
Published: (2024)
Break the Chain: Large Language Models Can be Shortcut Reasoners
by: Ding, Mengru, et al.
Published: (2024)
by: Ding, Mengru, et al.
Published: (2024)
Hypothesis-Driven Theory-of-Mind Reasoning for Large Language Models
by: Kim, Hyunwoo, et al.
Published: (2025)
by: Kim, Hyunwoo, et al.
Published: (2025)
Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models
by: Poppi, Samuele, et al.
Published: (2023)
by: Poppi, Samuele, et al.
Published: (2023)
BIS Reasoning 1.0: The First Large-Scale Japanese Benchmark for Belief-Inconsistent Syllogistic Reasoning
by: Nguyen, Ha-Thanh, et al.
Published: (2025)
by: Nguyen, Ha-Thanh, et al.
Published: (2025)
Large Language Model Reasoning Failures
by: Song, Peiyang, et al.
Published: (2026)
by: Song, Peiyang, et al.
Published: (2026)
NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models
by: Xu, Ancheng, et al.
Published: (2024)
by: Xu, Ancheng, et al.
Published: (2024)
Similar Items
-
Causal Graphical Models for Vision-Language Compositional Understanding
by: Parascandolo, Fiorenzo, et al.
Published: (2024) -
Restoring Exploration after Post-Training: Latent Exploration Decoding for Large Reasoning Models
by: Tan, Wenhui, et al.
Published: (2026) -
One Transformer for All Time Series: Representing and Training with Time-Dependent Heterogeneous Tabular Data
by: Luetto, Simone, et al.
Published: (2023) -
Diffusion Transformers for Tabular Data Time Series Generation
by: Garuti, Fabrizio, et al.
Published: (2025) -
FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models
by: Jiang, Kehan, et al.
Published: (2026)