Cover Image

Foresight Optimization for Strategic Reasoning in Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Jiashuo, Duan, Jiawen, Wang, Jian, Song, Kaitao, Xu, Chunpu, Ho, Johnny K. W., Yu, Fenggang, Li, Wenjie, Hoorn, Johan F.
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Probing Cultural Awareness in LLMs: A Case Study of Cross-Culture Aesthetic Stylistics
by: Wang, Jiashuo, et al.
Published: (2026)

A test statistic, $h^*$, for outlier analysis
by: Hoorn, Johan F., et al.
Published: (2025)

Enhancing User Engagement in Socially-Driven Dialogue through Interactive LLM Alignments
by: Wang, Jiashuo, et al.
Published: (2025)

LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling
by: Xiao, Yang, et al.
Published: (2025)

Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback
by: Wang, Jiashuo, et al.
Published: (2024)

SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time Scaling
by: Xiao, Yang, et al.
Published: (2025)

Towards a Client-Centered Assessment of LLM Therapists by Client Simulation
by: Wang, Jiashuo, et al.
Published: (2024)

Correlation of divergency: c-delta. Being different in a similar way or not
by: Hoorn, Johan F.
Published: (2025)

Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States
by: Xiao, Yang, et al.
Published: (2025)

CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation
by: Wang, Jiashuo, et al.
Published: (2022)

Strategic Foresight in the Digital Transformation Era: Roadmapping Inspired by Design Thinking
by: Hung Nguyen, et al.
Published: (2025)

PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction
by: Yu, Erxin, et al.
Published: (2024)

Epistemic reflections on AI answering our questions: overwatch, erudite, logician, interlocutor
by: Hoorn, Johan F., et al.
Published: (2023)

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models
by: Yu, Ye, et al.
Published: (2025)

Aligning Language Models with Human Preferences via a Bayesian Approach
by: Wang, Jiashuo, et al.
Published: (2023)

Foresighted Online Policy Optimization with Interference
by: Xiang, Liner, et al.
Published: (2025)

Atlas of Religion in China
by: Yang, Fenggang
Published: (2022)

Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
by: Sun, Jiashuo, et al.
Published: (2023)

SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution
by: Wang, Hanlin, et al.
Published: (2025)

The Geometric Reasoner: Manifold-Informed Latent Foresight Search for Long-Context Reasoning
by: Zhuang, Ren, et al.
Published: (2026)

Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning
by: Qu, Xiaoye, et al.
Published: (2024)

Large Language Models for Medical Forecasting -- Foresight 2
by: Kraljevic, Zeljko, et al.
Published: (2024)

ForesightKV: Optimizing KV Cache Eviction for Reasoning Models by Learning Long-Term Contribution
by: Dong, Zican, et al.
Published: (2026)

TCMD: A Traditional Chinese Medicine QA Dataset for Evaluating Large Language Models
by: Yu, Ping, et al.
Published: (2024)

Strategic Optimization and Challenges of Large Language Models in Object-Oriented Programming
by: Wang, Zinan
Published: (2024)

From Theory to Protocol: Executable Frameworks for Creative Emergence and Strategic Foresight
by: Fujiyoshi, Shun
Published: (2026)

Decoding the Human Factor: High Fidelity Behavioral Prediction for Strategic Foresight
by: Yellin, Ben, et al.
Published: (2026)

Ask, Clarify, Optimize: Human-LLM Agent Collaboration for Smarter Inventory Control
by: Duan, Yaqi, et al.
Published: (2025)

Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models
by: Sun, Jiashuo, et al.
Published: (2023)

LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models
by: Zhang, Yadong, et al.
Published: (2024)

Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models
by: Wang, Danqing, et al.
Published: (2024)

DR.GAP: Mitigating Bias in Large Language Models using Gender-Aware Prompting with Demonstration and Reasoning
by: Qiu, Hongye, et al.
Published: (2025)

The Emergence of Strategic Reasoning of Large Language Models
by: Kader, Gavin, et al.
Published: (2024)

Large Language Models for Disease Diagnosis: A Scoping Review
by: Zhou, Shuang, et al.
Published: (2024)

APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning
by: Sun, Jiashuo, et al.
Published: (2022)

Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models
by: Chen, Kejia, et al.
Published: (2025)

The Strategic Foresight of LLMs: Evidence from a Fully Prospective Venture Tournament
by: Csaszar, Felipe A., et al.
Published: (2026)

TInR: Exploring Tool-Internalized Reasoning in Large Language Models
by: Xu, Qiancheng, et al.
Published: (2026)

RALLRec+: Retrieval Augmented Large Language Model Recommendation with Reasoning
by: Luo, Sichun, et al.
Published: (2025)

Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models
by: Jin, Jiandong, et al.
Published: (2024)