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Zornitsa Kozareva

Researcher at Google

Publications -  100
Citations -  4083

Zornitsa Kozareva is an academic researcher from Google. The author has contributed to research in topics: SemEval & Textual entailment. The author has an hindex of 26, co-authored 100 publications receiving 3327 citations. Previous affiliations of Zornitsa Kozareva include University of Southern California & University of Alicante.

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Proceedings Article

SemEval-2013 Task 2: Sentiment Analysis in Twitter

TL;DR: SemEval-2013 Task 2: Sentiment Analysis in Twitter as discussed by the authors included two subtasks: A, an expression-level subtask, and B, a message-level subtask.
Proceedings ArticleDOI

SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals

TL;DR: This article presented a brief overview of the main challenges in the extraction of semantic relations from English text, and discuss the shortcomings of previous data sets and shared tasks, and introduced a new task, which will be part of SemEval-2010: multi-way classification of mutually exclusive semantic relations between pairs of common nominals.
Proceedings Article

Variational Reasoning for Question Answering With Knowledge Graph

TL;DR: This work proposes a novel and unified deep learning architecture, and an end-to-end variational learning algorithm which can handle noise in questions, and learn multi-hop reasoning simultaneously.
Proceedings Article

SemEval-2012 Task 7: Choice of Plausible Alternatives: An Evaluation of Commonsense Causal Reasoning

TL;DR: The two systems that competed in this task as part of SemEval-2012 are described, and their results are compared to those achieved in previously published research.