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Logical Reasoning
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
VLM-RRT: Vision Language Model Guided RRT Search for Autonomous UAV Navigation
Inference-time Scaling of Diffusion Models through Classical Search
Continuous Chain of Thought Enables Parallel Exploration and Reasoning
SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA
Critical Batch Size Revisited: A Simple Empirical Approach to Large-Batch Language Model Training
iDSE: Navigating Design Space Exploration in High-Level Synthesis Using LLMs
Climate Finance Bench
Anomalies by Synthesis: Anomaly Detection using Generative Diffusion Models for Off-Road Navigation
SV-TrustEval-C: Evaluating Structure and Semantic Reasoning in Large Language Models for Source Code Vulnerability Analysis
Cross from Left to Right Brain: Adaptive Text Dreamer for Vision-and-Language Navigation
MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs
A Structured Unplugged Approach for Foundational AI Literacy in Primary Education
What happens when generative AI models train recursively on each others' generated outputs?
Surrogate Signals from Format and Length: Reinforcement Learning for Solving Mathematical Problems without Ground Truth Answers
Interleaved Reasoning for Large Language Models via Reinforcement Learning
SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond
Large Language Models for Planning: A Comprehensive and Systematic Survey
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
CP-Router: An Uncertainty-Aware Router Between LLM and LRM
From Data to Modeling: Fully Open-vocabulary Scene Graph Generation
Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects
ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding
When Ethics and Payoffs Diverge: LLM Agents in Morally Charged Social Dilemmas
Conversational Exploration of Literature Landscape with LitChat
$C^3$-Bench: The Things Real Disturbing LLM based Agent in Multi-Tasking
Distribution-Aware Mobility-Assisted Decentralized Federated Learning
MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes
Automata Learning of Preferences over Temporal Logic Formulas from Pairwise Comparisons
Sudoku-Bench: Evaluating creative reasoning with Sudoku variants
Do Large Language Models Excel in Complex Logical Reasoning with Formal Language?
Reasoning in Neurosymbolic AI
Towards Competent AI for Fundamental Analysis in Finance: A Benchmark Dataset and Evaluation
Toward Task Capable Active Matter: Learning to Avoid Clogging in Confined Collectives via Collisions
Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories
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