no code implementations • 18 Apr 2021 • Moemmur Shahzad, Ayesha Amin, Diego Esteves, Axel-Cyrille Ngonga Ngomo
Our model outperforms the current state of the art on various NER datasets.
Ranked #5 on
Named Entity Recognition (NER)
on WNUT 2016
1 code implementation • 8 Dec 2019 • Minh Triet Chau, Diego Esteves, Jens Lehmann
We propose an approach to predict the natural gas price in several days using historical price data and events extracted from news headlines.
1 code implementation • WS 2018 • Aniketh Janardhan Reddy, Gil Rocha, Diego Esteves
In this paper, we describe DeFactoNLP, the system we designed for the FEVER 2018 Shared Task.
1 code implementation • WS 2018 • Diego Esteves, Aniketh Janardhan Reddy, Piyush Chawla, Jens Lehmann
To this aim, an important step to detect fake-news is to have access to a credibility score for a given information source.
no code implementations • 14 Jul 2018 • Gustavo Correa Publio, Diego Esteves, Agnieszka Ławrynowicz, Panče Panov, Larisa Soldatova, Tommaso Soru, Joaquin Vanschoren, Hamid Zafar
The ML-Schema, proposed by the W3C Machine Learning Schema Community Group, is a top-level ontology that provides a set of classes, properties, and restrictions for representing and interchanging information on machine learning algorithms, datasets, and experiments.
1 code implementation • 27 Jun 2018 • Tommaso Soru, Edgard Marx, André Valdestilhas, Diego Esteves, Diego Moussallem, Gustavo Publio
Research on question answering with knowledge base has recently seen an increasing use of deep architectures.
1 code implementation • 21 Mar 2018 • Tommaso Soru, Stefano Ruberto, Diego Moussallem, André Valdestilhas, Alexander Bigerl, Edgard Marx, Diego Esteves
Knowledge Graph Embedding methods aim at representing entities and relations in a knowledge base as points or vectors in a continuous vector space.
Ranked #1 on
Link Prediction
on AKSW-bib
1 code implementation • LREC 2018 • Diego Moussallem, Mohamed Ahmed Sherif, Diego Esteves, Marcos Zampieri, Axel-Cyrille Ngonga Ngomo
In this paper, we describe the LIDIOMS data set, a multilingual RDF representation of idioms currently containing five languages: English, German, Italian, Portuguese, and Russian.
1 code implementation • 3 Nov 2017 • Tommaso Soru, Diego Esteves, Edgard Marx, Axel-Cyrille Ngonga Ngomo
Markov Logic Networks join probabilistic modeling with first-order logic and have been shown to integrate well with the Semantic Web foundations.
no code implementations • 30 Oct 2017 • Diego Esteves, Rafael Peres, Jens Lehmann, Giulio Napolitano
Named Entity Recognition (NER) is an important subtask of information extraction that seeks to locate and recognise named entities.
no code implementations • 30 Aug 2017 • Sandro A. Coelho, Diego Moussallem, Gustavo C. Publio, Diego Esteves
Named Entity Recognition and Disambiguation (NERD) systems have recently been widely researched to deal with the significant growth of the Web.
1 code implementation • 25 Aug 2017 • Tommaso Soru, Edgard Marx, Diego Moussallem, Gustavo Publio, André Valdestilhas, Diego Esteves, Ciro Baron Neto
In the last years, the Linked Data Cloud has achieved a size of more than 100 billion facts pertaining to a multitude of domains.
Graph Question Answering
Knowledge Base Question Answering
+1