Papers with Code 아카이브
Relational Reasoning
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
- 0
- 평가표
- 1
- 보존된 평가 기록
- 1
The goal of Relational Reasoning is to figure out the relationships among different entities, such as image pixels, words or sentences, human skeletons or interactive moving agents.
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
LogiPlan: A Structured Benchmark for Logical Planning and Relational Reasoning in LLMs
Differentially Private Relational Learning with Entity-level Privacy Guarantees
Relational reasoning and inductive bias in transformers trained on a transitive inference task
ModuLM: Enabling Modular and Multimodal Molecular Relational Learning with Large Language Models
Visual Abstract Thinking Empowers Multimodal Reasoning
Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training
MIRAGE: A Multi-modal Benchmark for Spatial Perception, Reasoning, and Intelligence
Arbitrarily Applicable Same/Opposite Relational Responding with NARS
Boosting Neural Language Inference via Cascaded Interactive Reasoning
AS3D: 2D-Assisted Cross-Modal Understanding with Semantic-Spatial Scene Graphs for 3D Visual Grounding
ReGraP-LLaVA: Reasoning enabled Graph-based Personalized Large Language and Vision Assistant
VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language
TGraphX: Tensor-Aware Graph Neural Network for Multi-Dimensional Feature Learning
Benchmarking Systematic Relational Reasoning with Large Language and Reasoning Models
Graph-to-Vision: Multi-graph Understanding and Reasoning using Vision-Language Models
OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad
V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning
Generalization of CNNs on Relational Reasoning with Bar Charts
Unraveling the geometry of visual relational reasoning
Enhancing the Utility of Higher-Order Information in Relational Learning
Representational Alignment with Chemical Induced Fit for Molecular Relational Learning
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers
Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning
Path-of-Thoughts: Extracting and Following Paths for Robust Relational Reasoning with Large Language Models
Explicit Relational Reasoning Network for Scene Text Detection
Benchmarking and Understanding Compositional Relational Reasoning of LLMs
3D Interaction Geometric Pre-training for Molecular Relational Learning
Text-Guided Coarse-to-Fine Fusion Network for Robust Remote Sensing Visual Question Answering
Financial Risk Assessment via Long-term Payment Behavior Sequence Folding
Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning
RESOLVE: Relational Reasoning with Symbolic and Object-Level Features Using Vector Symbolic Processing
Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields
Two pathways to resolve relational inconsistencies
FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
SOLD: Slot Object-Centric Latent Dynamics Models for Relational Manipulation Learning from Pixels
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.