Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models

no code implementations • EACL 2017 • Gabriel Stanovsky, Daniel Gruhl, Pablo Mendes

Recognizing mentions of Adverse Drug Reactions (ADR) in social media is challenging: ADR mentions are context-dependent and include long, varied and unconventional descriptions as compared to more formal medical symptom terminology.

Active Learning Knowledge Graph Embeddings

Evaluating Entity Linking: An Analysis of Current Benchmark Datasets and a Roadmap for Doing a Better Job

no code implementations • LREC 2016 • Marieke van Erp, Pablo Mendes, Heiko Paulheim, Filip Ilievski, Julien Plu, Giuseppe Rizzo, Joerg Waitelonis

Entity linking has become a popular task in both natural language processing and semantic web communities.

Entity Linking

Implicit Entity Recognition in Clinical Documents

no code implementations • SEMEVAL 2015 • Sujan Perera, Pablo Mendes, Amit Sheth, Krishnaprasad Thirunarayan, Adarsh Alex, Christopher Heid, Greg Mott

Semantic Textual Similarity

DBpedia: A Multilingual Cross-domain Knowledge Base

no code implementations • LREC 2012 • Pablo Mendes, Max Jakob, Christian Bizer

The DBpedia project extracts structured information from Wikipedia editions in 97 different languages and combines this information into a large multi-lingual knowledge base covering many specific domains and general world knowledge.

Entity Linking Question Answering +4

Evaluating the Impact of Phrase Recognition on Concept Tagging

no code implementations • LREC 2012 • Pablo Mendes, Joachim Daiber, Rohana Rajapakse, Felix Sasaki, Christian Bizer

In this paper we evaluate the impact of the phrase recognition step on the ability of the system to correctly reproduce the annotations of a gold standard in an unsupervised setting.

Entity Linking Named Entity Recognition (NER) +1