intelligence with the inome graph. Sample projects include extracting events, trends, users' interests from unstructured text; extracting attributes of people from publicly available sources; linking extracted entities to the entity nodes in the inome graph. This is likely to be innovative work and we expect the summer internship to lead to both product impact and a research paper in a top conference. The internship will be at our headquarters in Bellevue, WA, and offer a competitive compensation.
inome Research develops cutting-edge systems to standardize, create,
and link intelligence to power inome's industry-leading people
information-genome platform. Team members have published papers in top
research conferences such as NIPS, ACL, VLDB, CIKM, and SIGIR, given
invited talks, organized workshops, and turned algorithms into
deployed systems.
Responsibilities:
Build and/or extend systems to do high-precision IE from
structured, semi-structured, and unstructured information sources
Build and/or extend systems to do high-precision linkage from a
variety of information sources
Design and implement algorithms for evaluating the performance of
IE and linkage
Required Skills:
Graduate student working on a Ph.D. in Natural Language
Processing, Data Mining, Computational Social Science or related field
Experience in one or more of the following areas: named entity
extraction, relation extraction, within document and cross-document
coreference, graph-based information extraction and information
fusion/integration
Self-motivated, creative, and independent researching skills
Desired Skills:
Strong hands-on skills in Java
Experience with large-scale machine learning
Experience with Hadoop
Familiarity with graph based machine learning toolkits such as GraphLab
Experience with crowdsourcing/Mechanical Turk
Experience with NLP toolkits
Experience with supervised/semi-supervised/
information extraction
Experience with graph-based NLP
Contact:
Please apply online. For faster considerations, please send your CV to
Ang Sun, asun@inome.com
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