Daniil Sorokin

Context-Aware Representations for Knowledge Base Relation Extraction

2017

We demonstrate that for sentence-level relation extraction it is beneficial to consider other relations in the sentential context while predicting the target relation. Our architecture uses an LSTM-based encoder to jointly learn representations for all …

UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification

2018

The Fact Extraction and VERification (FEVER) shared task was launched to support the development of systems able to verify claims by extracting supporting or refuting facts from raw text. The shared task organizers provide a …