Lyndon Nixon

Framing Named Entity Linking Error Types

2018

Named Entity Linking (NEL) and relation extraction forms the backbone of Knowledge Base Population tasks.The recent rise of large open source Knowledge Bases and the continuous focus on improving NEL performance has led to the …

Character-Based Neural Embeddings For Tweet Clustering

2017 · Zenodo (CERN European Organization for Nuclear Research)

In this paper we show how the performance of tweet clustering can be improved by leveraging character-based neural networks. The proposed approach overcomes the limitations related to the vocabulary explosion in the word-based models and …