Imagen de Portada

Semantic-Aware Logical Reasoning via a Semiotic Framework

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhang, Yunyao, Zhang, Xinglang, Sheng, Junxi, Li, Wenbing, Yu, Junqing, Chen, Yi-Ping Phoebe, Yang, Wei, Song, Zikai
Formato:	Preprint
Publicado:	2025
Materias:	Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning
por: Zhang, Xinglang, et al.
Publicado: (2026)

Seeing Further and Wider: Joint Spatio-Temporal Enlargement for Micro-Video Popularity Prediction
por: Wang, Dali, et al.
Publicado: (2026)

LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing
por: Li, Wenbing, et al.
Publicado: (2025)

Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model
por: Li, Wenbing, et al.
Publicado: (2024)

IntervenSim: Intervention-Aware Social Network Simulation for Opinion Dynamics
por: Zhang, Yunyao, et al.
Publicado: (2026)

HotComment: A Benchmark for Evaluating Popularity of Online Comments
por: Wu, Yafeng, et al.
Publicado: (2026)

SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding
por: Hu, Yangliu, et al.
Publicado: (2025)

OmniTrend: Content-Context Modeling for Scalable Social Popularity Prediction
por: Ye, Liliang, et al.
Publicado: (2026)

Hypergraph-State Collaborative Reasoning for Multi-Object Tracking
por: Song, Zikai, et al.
Publicado: (2026)

HyperFusion: Hierarchical Multimodal Ensemble Learning for Social Media Popularity Prediction
por: Ye, Liliang, et al.
Publicado: (2025)

MVP: Winning Solution to SMP Challenge 2025 Video Track
por: Ye, Liliang, et al.
Publicado: (2025)

GA-S$^3$: Comprehensive Social Network Simulation with Group Agents
por: Zhang, Yunyao, et al.
Publicado: (2025)

MCA-RG: Enhancing LLMs with Medical Concept Alignment for Radiology Report Generation
por: Xing, Qilong, et al.
Publicado: (2025)

Cross-Modality Masked Learning for Survival Prediction in ICI Treated NSCLC Patients
por: Xing, Qilong, et al.
Publicado: (2025)

Order Matters in Hallucination: Reasoning Order as Benchmark and Reflexive Prompting for Large-Language-Models
por: Xie, Zikai
Publicado: (2024)

Internalizing Safety Understanding in Large Reasoning Models via Verification
por: Zhang, Yi, et al.
Publicado: (2026)

CurEvo: Curriculum-Guided Self-Evolution for Video Understanding
por: Zeng, Guiyi, et al.
Publicado: (2026)

FC-MIR: A Mobile Screen Awareness Framework for Intent-Aware Recommendation based on Frame-Compressed Multimodal Trajectory Reasoning
por: Yang, Zhe, et al.
Publicado: (2025)

LogicGraph : Benchmarking Multi-Path Logical Reasoning via Neuro-Symbolic Generation and Verification
por: Wu, Yanrui, et al.
Publicado: (2026)

From Language to Logic: A Bi-Level Framework for Structured Reasoning
por: Yang, Keying, et al.
Publicado: (2025)

PEAR: Phase Entropy Aware Reward for Efficient Reasoning
por: Huang, Chen, et al.
Publicado: (2025)

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning
por: Cai, Ruichu, et al.
Publicado: (2025)

Understanding Inter-Session Intentions via Complex Logical Reasoning
por: Bai, Jiaxin, et al.
Publicado: (2023)

Evaluating the Logical Reasoning Abilities of Large Reasoning Models
por: Liu, Hanmeng, et al.
Publicado: (2025)

Semantic Is Enough: Only Semantic Information For NeRF Reconstruction
por: Wang, Ruibo, et al.
Publicado: (2024)

A Medical Multimodal Diagnostic Framework Integrating Vision-Language Models and Logic Tree Reasoning
por: Zang, Zelin, et al.
Publicado: (2025)

Improving Chain-of-Thought for Logical Reasoning via Attention-Aware Intervention
por: Phuong, Nguyen Minh, et al.
Publicado: (2026)

Strikingness-Aware Evaluation for Temporal Knowledge Graph Reasoning
por: Huang, Rikui, et al.
Publicado: (2026)

SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization
por: Chen, Minghan, et al.
Publicado: (2025)

Improving LLM Reasoning via Dependency-Aware Query Decomposition and Logic-Parallel Content Expansion
por: Gao, Xianjun, et al.
Publicado: (2025)

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond
por: Liu, Junteng, et al.
Publicado: (2025)

Draft-and-Prune: Improving the Reliability of Auto-formalization for Logical Reasoning
por: Ni, Zhiyu, et al.
Publicado: (2026)

Learning to Explore: Scaling Agentic Reasoning via Exploration-Aware Policy Optimization
por: Hua, Xingyuan, et al.
Publicado: (2026)

Neural Probabilistic Logic Learning for Knowledge Graph Reasoning
por: Sun, Fengsong, et al.
Publicado: (2024)

Learning to Generate Formally Verifiable Step-by-Step Logic Reasoning via Structured Formal Intermediaries
por: Chen, Luoxin, et al.
Publicado: (2026)

Self-Awareness before Action: Mitigating Logical Inertia via Proactive Cognitive Awareness
por: Fan, Fulong, et al.
Publicado: (2026)

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning
por: Qu, Songxin, et al.
Publicado: (2026)

PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks
por: Liu, Yunuo, et al.
Publicado: (2025)

Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs
por: Gao, Yisen, et al.
Publicado: (2025)

Don't Let It Hallucinate: Premise Verification via Retrieval-Augmented Logical Reasoning
por: Qin, Yuehan, et al.
Publicado: (2025)