Z
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-2010 Task 8: Multi-Way Classification of Semantic Relations between Pairs of Nominals
Iris Hendrickx,Su Nam Kim,Zornitsa Kozareva,Preslav Nakov,Diarmuid Ó Séaghdha,Sebastian Padó,Marco Pennacchiotti,Lorenza Romano,Stan Szpakowicz +8 more
TL;DR: This paper defines the task, describes the training and test data and the process of their creation, lists the participating systems (10 teams, 28 runs), and discusses their results.
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
Iris Hendrickx,Su Nam Kim,Zornitsa Kozareva,Preslav Nakov,Diarmuid Ó Séaghdha,Sebastian Padó,Marco Pennacchiotti,Lorenza Romano,Stan Szpakowicz +8 more
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.