Cover Image

Can LLMs Learn to Map the World from Local Descriptions?

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xia, Sirui, Chen, Aili, Wang, Xintao, Zhu, Tinghui, Zhang, Yikai, Chen, Jiangjie, Xiao, Yanghua
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ARIA: Training Language Agents with Intention-Driven Reward Aggregation
by: Yang, Ruihan, et al.
Published: (2025)

From AI Assistant to AI Scientist: Autonomous Discovery of LLM-RL Algorithms with LLM Agents
by: Xia, Sirui, et al.
Published: (2026)

How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?
by: Wu, Siye, et al.
Published: (2024)

TravelPlanner: A Benchmark for Real-World Planning with Language Agents
by: Xie, Jian, et al.
Published: (2024)

TravelAgent: An AI Assistant for Personalized Travel Planning
by: Chen, Aili, et al.
Published: (2024)

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
by: Zhang, Yifei, et al.
Published: (2024)

SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals
by: Yang, Ruihan, et al.
Published: (2024)

DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling
by: Chen, Aili, et al.
Published: (2025)

MCiteBench: A Multimodal Benchmark for Generating Text with Citations
by: Hu, Caiyu, et al.
Published: (2025)

Enhancing Language Agent Strategic Reasoning through Self-Play in Adversarial Games
by: Zhang, Yikai, et al.
Published: (2025)

TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation
by: Zhang, Yikai, et al.
Published: (2024)

From Persona to Personalization: A Survey on Role-Playing Language Agents
by: Chen, Jiangjie, et al.
Published: (2024)

Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation
by: Xia, Sirui, et al.
Published: (2024)

DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence?
by: Gu, Zhouhong, et al.
Published: (2024)

PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention
by: Chen, Lida, et al.
Published: (2025)

ARM: Adaptive Reasoning Model
by: Wu, Siye, et al.
Published: (2025)

Curse of Knowledge: When Complex Evaluation Context Benefits yet Biases LLM Judges
by: Li, Weiyuan, et al.
Published: (2025)

Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models
by: Zhang, Yikai, et al.
Published: (2024)

Revealing the Barriers of Language Agents in Planning
by: Xie, Jian, et al.
Published: (2024)

SurveyAgent: A Conversational System for Personalized and Efficient Research Survey
by: Wang, Xintao, et al.
Published: (2024)

Can Large Language Models Understand Real-World Complex Instructions?
by: He, Qianyu, et al.
Published: (2023)

GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick
by: Fu, Jiayi, et al.
Published: (2024)

BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation
by: Ran, Yiting, et al.
Published: (2025)

CODA: Difficulty-Aware Compute Allocation for Adaptive Reasoning
by: Wu, Siye, et al.
Published: (2026)

ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
by: Yuan, Siyu, et al.
Published: (2023)

Can Post-Training Transform LLMs into Causal Reasoners?
by: Chen, Junqi, et al.
Published: (2026)

Learning Adaptive Reasoning Paths for Efficient Visual Reasoning
by: Huang, Yixu, et al.
Published: (2026)

Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
by: Du, Chengyu, et al.
Published: (2024)

InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews
by: Wang, Xintao, et al.
Published: (2023)

CoSER: A Comprehensive Literary Dataset and Framework for Training and Evaluating LLM Role-Playing and Persona Simulation
by: Wang, Xintao, et al.
Published: (2025)

ConcEPT: Concept-Enhanced Pre-Training for Language Models
by: Wang, Xintao, et al.
Published: (2024)

Recent Advancement of Emotion Cognition in Large Language Models
by: Chen, Yuyan, et al.
Published: (2024)

Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works
by: Yuan, Xinfeng, et al.
Published: (2024)

Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals
by: Chen, Lida, et al.
Published: (2024)

Is Extending Modality The Right Path Towards Omni-Modality?
by: Zhu, Tinghui, et al.
Published: (2025)

Past Meets Present: Creating Historical Analogy with Large Language Models
by: Li, Nianqi, et al.
Published: (2024)

Can Pre-trained Language Models Understand Chinese Humor?
by: Chen, Yuyan, et al.
Published: (2024)

Piecing Together Clues: A Benchmark for Evaluating the Detective Skills of Large Language Models
by: Gu, Zhouhong, et al.
Published: (2023)

Can LLMs Infer Personality from Real World Conversations?
by: Zhu, Jianfeng, et al.
Published: (2025)

Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
by: Ran, Yiting, et al.
Published: (2024)