14 citations · 79 across the 19 of their papers we have counts for
5 papers · 1 filter
Posthoc Verification and the Fallibility of the Ground Truth
Yifan Ding, Nicholas Botzer, Tim Weninger
Classifiers commonly make use of pre-annotated datasets, wherein a model is evaluated by pre-defined metrics on a held-out test set typically made of human-annotated labels. Metric…
Reddit Entity Linking Dataset
Nicholas Botzer, Yifan Ding, Tim Weninger
We introduce and make publicly available an entity linking dataset from Reddit that contains 17,316 linked entities, each annotated by three human annotators and then grouped into…
Validating Label Consistency in NER Data Annotation
Qingkai Zeng, Mengxia Yu, Wenhao Yu +2
Data annotation plays a crucial role in ensuring your named entity recognition (NER) projects are trained with the right information to learn from. Producing the most accurate labe…
Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources
Maria Glenski, Tim Weninger, Svitlana Volkova
In the age of social news, it is important to understand the types of reactions that are evoked from news sources with various levels of credibility. In the present work we seek to…
Visualizing the Flow of Discourse with a Concept Ontology
Baoxu Shi, Tim Weninger
Understanding and visualizing human discourse has long being a challenging task. Although recent work on argument mining have shown success in classifying the role of various sente…