Papers with Code 아카이브

Logical Reasoning

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법전체 데이터셋

하위 태스크

22

평가표

10

보존된 평가 기록

65

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/IBM/LNN

공식 코드

Logical Neural Networks

https://github.com/IDEA-FinAI/Simple-HHEA

공식 코드

Toward Practical Entity Alignment Method Design: Insights from New Highly Heterogeneous Knowledge Graph Datasets

https://github.com/INK-USC/RE-Net

공식 코드

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs

https://github.com/IST-DASLab/ScalableMNN

공식 코드

Scalable Mechanistic Neural Networks for Differential Equations and Machine Learning

https://github.com/ImTanay/LLM-Automatic-Ontology-Generation

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Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field

https://github.com/IntelLabs/baa-ngp

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BAA-NGP: Bundle-Adjusting Accelerated Neural Graphics Primitives

https://github.com/JNY-Wang/ChatGPT-processed-representations

공식 코드

Empowering Few-Shot Recommender Systems with Large Language Models -- Enhanced Representations

https://github.com/Jackline97/SV-TrustEval-C

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SV-TrustEval-C: Evaluating Structure and Semantic Reasoning in Large Language Models for Source Code Vulnerability Analysis

https://github.com/JacobPfau/procgenAISC

공식 코드

Goal Misgeneralization in Deep Reinforcement Learning

https://github.com/Jaraxxus-Me/LogiCity

공식 코드

LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation

https://github.com/JinnnK/BNBRLplus

공식 코드

Belief Aided Navigation using Bayesian Reinforcement Learning for Avoiding Humans in Blind Spots

https://github.com/KareemYousrii/SPL

공식 코드

Semantic Probabilistic Layers for Neuro-Symbolic Learning

https://github.com/KevinEloff/rl-collaborative-communication

공식 코드

Toward Collaborative Reinforcement Learning Agents that Communicate Through Text-Based Natural Language

https://github.com/Kthyeon/ssfod

공식 코드

Navigating Data Heterogeneity in Federated Learning A Semi-Supervised Federated Object Detection

https://github.com/KuoHaoZeng/Interactive_Visual_Navigation

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Pushing it out of the Way: Interactive Visual Navigation

https://github.com/KupynOrest/DeblurGANv2

공식 코드

DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better

https://github.com/Kyubyong/sudoku

공식 코드

SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver

https://github.com/LHY-24/KG-Compilation

공식 코드

KGCompiler: Deep Learning Compilation Optimization for Knowledge Graph Complex Logical Query Answering

https://github.com/LUMII-Syslab/Matrix-SE

공식 코드

Matrix Shuffle-Exchange Networks for Hard 2D Tasks

https://github.com/LUMII-Syslab/Switchblade

공식 코드

Matrix Shuffle-Exchange Networks for Hard 2D Tasks

https://github.com/Li-ChangHao/CoNav

공식 코드

CoNav: A Benchmark for Human-Centered Collaborative Navigation

https://github.com/Lim-Sangho/SymSATNet

공식 코드

Learning Symmetric Rules with SATNet

https://github.com/LinXueyuanStdio/FLEX

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FLEX: Feature-Logic Embedding Framework for CompleX Knowledge Graph Reasoning

https://github.com/LorenzoBini4/Attention-LeukoGraph

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Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with LeukoGraph

https://github.com/MAPLLM/MAPICLR2025sub

공식 코드

Improving Planning with Large Language Models: A Modular Agentic Architecture

https://github.com/METR/eval-analysis-public

공식 코드

Measuring AI Ability to Complete Long Tasks

https://github.com/MIFA-Lab/SAFE

공식 코드

SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models

https://github.com/MMMU-Benchmark/MMMU

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MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

https://github.com/MPC-Dynamic/Growth

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Modeling the Dynamics of Growth in Master-Planned Communities

https://github.com/MSA-LMC/CDGLT

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Concept Drift Guided LayerNorm Tuning for Efficient Multimodal Metaphor Identification

https://github.com/MarSaKi/NvEM

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Neighbor-view Enhanced Model for Vision and Language Navigation

https://github.com/MartinBraquet/vector-field-obstacle-avoidance

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Vector Field-based Collision Avoidance for Moving Obstacles with Time-Varying Elliptical Shape

https://github.com/MathiasThor/CPG-RBFN-framework

공식 코드

Versatile modular neural locomotion control with fast learning

https://github.com/MichiganNLP/BeliefCongruenceSim

공식 코드

Mind the (Belief) Gap: Group Identity in the World of LLMs

https://github.com/Microsoft/Recognizers-Text

공식 코드

Dataset and Baseline System for Multi-lingual Extraction and Normalization of Temporal and Numerical Expressions

https://github.com/MrShininnnnn/CECW

공식 코드

Revisit Systematic Generalization via Meaningful Learning

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.