DBpedia

Dataset Information
Modalities
Texts, Graphs
Languages
English
Introduced
2007
License
Homepage

Overview

DBpedia (from "DB" for "database") is a project aiming to extract structured content from the information created in the Wikipedia project. DBpedia allows users to semantically query relationships and properties of Wikipedia resources, including links to other related datasets.

Source: https://en.wikipedia.org/wiki/DBpedia

Variants: DBpedia, dbpedia_14

Associated Benchmarks

This dataset is used in 2 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Text Classification L MIXED Revisiting LSTM Networks for Semi-Supervised … 2020-09-08
Text Classification ULMFiT (Small data) Sampling Bias in Deep Active … 2019-09-20
Text Classification XLNet XLNet: Generalized Autoregressive Pretraining for … 2019-06-19
Text Classification BERT-ITPT-FiT How to Fine-Tune BERT for … 2019-05-14
Text Classification BERT large UDA Unsupervised Data Augmentation for Consistency … 2019-04-29
Text Classification BERT large Unsupervised Data Augmentation for Consistency … 2019-04-29
Text Classification EXAM Explicit Interaction Model towards Text … 2018-11-23
Text Classification CCCapsNet Compositional Coding Capsule Network with … 2018-10-22
Text Classification Bidirectional Encoder Representations from Transformers BERT: Pre-training of Deep Bidirectional … 2018-10-11
Text Classification Balanced+bi-leaf-RNN On Tree-Based Neural Sentence Modeling 2018-08-29
Text Classification SWEM-concat Baseline Needs More Love: On … 2018-05-24
Text Classification Seq2CNN(50) Abstractive Text Classification Using Sequence-to-convolution … 2018-05-20
Text Classification LEAM Joint Embedding of Words and … 2018-05-10
Text Classification ULMFiT Universal Language Model Fine-tuning for … 2018-01-18
Text Classification M-ACNN Learning Context-Sensitive Convolutional Filters for … 2017-09-25
Text Classification FastText Bag of Tricks for Efficient … 2016-07-06
Text Classification VDCN Very Deep Convolutional Networks for … 2016-06-06
Text Classification CNN Supervised and Semi-Supervised Text Categorization … 2016-02-07
Text Classification Char-level CNN Character-level Convolutional Networks for Text … 2015-09-04

Research Papers

Recent papers with results on this dataset: