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Logical Reasoning
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
The Society of HiveMind: Multi-Agent Optimization of Foundation Model Swarms to Unlock the Potential of Collective Intelligence
Superintelligence Strategy: Expert Version
Performance Comparisons of Reinforcement Learning Algorithms for Sequential Experimental Design
A Survey on Tabular Data Generation: Utility, Alignment, Fidelity, Privacy, and Beyond
Real-time Spatial-temporal Traversability Assessment via Feature-based Sparse Gaussian Process
HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks
DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL
BEVDriver: Leveraging BEV Maps in LLMs for Robust Closed-Loop Driving
Psy-Insight: Explainable Multi-turn Bilingual Dataset for Mental Health Counseling
Safe LLM-Controlled Robots with Formal Guarantees via Reachability Analysis
CREStE: Scalable Mapless Navigation with Internet Scale Priors and Counterfactual Guidance
Three tiers of computation in transformers and in brain architectures
KGCompiler: Deep Learning Compilation Optimization for Knowledge Graph Complex Logical Query Answering
DeLTa: A Decoding Strategy based on Logit Trajectory Prediction Improves Factuality and Reasoning Ability
To Vaccinate or not to Vaccinate? Analyzing $\mathbb{X}$ Power over the Pandemic
Meta-Learning to Explore via Memory Density Feedback
LLM-Advisor: An LLM Benchmark for Cost-efficient Path Planning across Multiple Terrains
AI-Driven Relocation Tracking in Dynamic Kitchen Environments
HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs
Mind the (Belief) Gap: Group Identity in the World of LLMs
Survey Perspective: The Role of Explainable AI in Threat Intelligence
Indoor Localization for Autonomous Robot Navigation
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
Training Large Recommendation Models via Graph-Language Token Alignment
Learning Autonomy: Off-Road Navigation Enhanced by Human Input
Nexus: A Lightweight and Scalable Multi-Agent Framework for Complex Tasks Automation
Voting or Consensus? Decision-Making in Multi-Agent Debate
VLM-E2E: Enhancing End-to-End Autonomous Driving with Multimodal Driver Attention Fusion
TextGames: Learning to Self-Play Text-Based Puzzle Games via Language Model Reasoning
Reversal Blessing: Thinking Backward May Outpace Thinking Forward in Multi-choice Questions
AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models
HVIS: A Human-like Vision and Inference System for Human Motion Prediction
Autoregressive Image Generation Guided by Chains of Thought
Quantifying Logical Consistency in Transformers via Query-Key Alignment
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