Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/HGCN

HGCN

Reported on 9 benchmarks across 3 tasks · 2 papers · 9 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing8 results

Sentiment AnalysisonLap14
Acc· 2022-04-27
78.64
SOTA
Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks arXiv:2204.12784
Sentiment AnalysisonRest15
Acc· 2022-04-27
82.66
SOTA
Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks arXiv:2204.12784
Sentiment AnalysisonRest16
Acc· 2022-04-27
89.84
SOTA
Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks arXiv:2204.12784
Sentiment AnalysisonRest14
Acc· 2022-04-27
84.09
SOTA
Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks arXiv:2204.12784
Aspect-Based Sentiment Analysis (ABSA)onLap14
Acc· 2022-04-27
78.64
SOTA
Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks arXiv:2204.12784
Aspect-Based Sentiment Analysis (ABSA)onRest15
Acc· 2022-04-27
82.66
SOTA
Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks arXiv:2204.12784
Aspect-Based Sentiment Analysis (ABSA)onRest16
Acc· 2022-04-27
89.84
SOTA
Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks arXiv:2204.12784
Aspect-Based Sentiment Analysis (ABSA)onRest14
Acc· 2022-04-27
84.09
SOTA
Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks arXiv:2204.12784

Graphs1 result

Link PredictiononPPI
Accuracy· 2019-10-28
84.5
SOTA
Hyperbolic Graph Convolutional Neural Networks arXiv:1910.12933