SOTAVerified

Relational Reasoning

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.

Source: Social-WaGDAT: Interaction-aware Trajectory Prediction via Wasserstein Graph Double-Attention Network

Papers

Showing 426450 of 483 papers

TitleStatusHype
Weakly Supervised Tweet Stance Classification by Relational Bootstrapping0
Discriminative Gaifman Models0
Multiple protein feature prediction with statistical relational learning0
Column Networks for Collective ClassificationCode0
Relational Similarity Machines0
Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text0
Application of Statistical Relational Learning to Hybrid Recommendation Systems0
On the Semantic Relationship between Probabilistic Soft Logic and Markov Logic0
A Learning Algorithm for Relational Logistic Regression: Preliminary Results0
Clustering-Based Relational Unsupervised Representation Learning with an Explicit Distributed Representation0
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora0
Scalable Statistical Relational Learning for NLP0
Cross-Graph Learning of Multi-Relational Associations0
Multi-Relational Learning at Scale with ADMM0
Regularized Orthogonal Tensor Decompositions for Multi-Relational Learning0
Lifted Symmetry Detection and Breaking for MAP Inference0
The CTU Prague Relational Learning Repository0
Holographic Embeddings of Knowledge GraphsCode0
Lifted Relational Neural Networks0
Schema Independent Relational Learning0
FactorBase: SQL for Learning A Multi-Relational Graphical Model0
SQL for SRL: Structure Learning Inside a Database System0
Structural Representations for Learning Relations between Pairs of Texts0
Learning Relational Features with Backward Random Walks0
Matrix and Tensor Factorization Methods for Natural Language Processing0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CTP A4 Hops0.99Unverified