Dr Sarvnaz Karimi

Researcher
Information Retrieval, Natural Language Processing
Commonwealth Scientific and Industrial Research Organization (CSIRO)
Australia

Scientist Engineering
Biography

Sarvnaz is a researcher with expertise in Information Retrieval, Natural Language Processing, and Machine Learning. In 2012, she joined CSIRO where she started working in CSIRO language technology team as well as collaborating with researchers in eHealth program. She works on different projects including Australia at Your Service (expertise search), Adverse Drug Reaction Discovery from patient reports (information extraction from social media), and Deep learning for Text Mining. Before CSIRO, Sarvnaz was a researcher at NICTA (2008-2012) working on search and information retrieval in medical domain (BioTALA project).Sarvnaz has been serving as chair, area-chair, and programme committee member of a number of local and international conferences in NLP and IR, including ALTA, ADCS, SIGIR, CIKM, and ACL. She has also served as reviewer of a number of journals including ACM Computing Surveys, Artificial Intelligence for Medicine, BMC medical informatics and decision making, Language Resources and Evaluation, and Information Processing & Management.Sarvnaz's formal background is in Computer Science and Software Engineering. She completed a PhD degree in Natural Language Processing, specifically on machine transliteration in 2008. Her masters thesis was in the domain of Information Retrieval, focusing on query expansion using document clustering techniques. Sarvnaz's bachelor's degree was in software engineering.

Research Intrest

Text Mining

List of Publications
CADEminer: A System for Mining Consumer Reports on Adverse Drug Side Effects
Parallel Duplicate Detection in Adverse Drug Reaction Databases with Spark
Concept Identification and Normalisation for Adverse Drug Event Discovery in Medical Forums

Global Scientific Words in Engineering