Evgeniy Gabrilovich

Orcid: 0000-0001-7933-1926

Affiliations:
  • Google Research, Mountain View, CA, USA


According to our database1, Evgeniy Gabrilovich authored at least 83 papers between 1997 and 2022.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2021, "For contributions to the acquisition, representation, and dissemination of web-knowledge with applications to the medical domain".

Timeline

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Online presence:

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Bibliography

2022
Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Implicit User-Generated Content in the Service of Public Health.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
WSDM'21: The 14th ACM International Conference on Web Search and Data Mining.
SIGWEB Newsl., 2021

Vaccine Search Patterns Provide Insights into Vaccination Intent.
CoRR, 2021

Google COVID-19 Vaccination Search Insights: Anonymization Process Description.
CoRR, 2021

2020
Lymelight: forecasting Lyme disease risk using web search data.
npj Digit. Medicine, 2020

Google COVID-19 Search Trends Symptoms Dataset: Anonymization Process Description (version 1.0).
CoRR, 2020

Google COVID-19 Community Mobility Reports: Anonymization Process Description (version 1.0).
CoRR, 2020

2018
Machine-learned epidemiology: real-time detection of foodborne illness at scale.
npj Digit. Medicine, 2018

The BIG Web Track Chairs' Welcome & Organization.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

2016
A Review of Relational Machine Learning for Knowledge Graphs.
Proc. IEEE, 2016

STEPS: Predicting place attributes via spatio-temporal analysis.
CoRR, 2016

Constructing and Mining Web-scale Knowledge Graphs.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

2015
Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources.
Proc. VLDB Endow., 2015

On the Effect of Human-Computer Interfaces on Language Expression.
CoRR, 2015

A Review of Relational Machine Learning for Knowledge Graphs: From Multi-Relational Link Prediction to Automated Knowledge Graph Construction.
CoRR, 2015

Getting More for Less: Optimized Crowdsourcing with Dynamic Tasks and Goals.
Proceedings of the 24th International Conference on World Wide Web, 2015

Constructing and Mining Web-Scale Knowledge Graphs: WWW 2015 Tutorial.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

2014
ERD'14: Entity Recognition and Disambiguation Challenge.
SIGIR Forum, 2014

Report on the sixth workshop on exploiting semantic annotations in information retrieval (ESAIR'13).
SIGIR Forum, 2014

From Data Fusion to Knowledge Fusion.
Proc. VLDB Endow., 2014

Knowledge base completion via search-based question answering.
Proceedings of the 23rd International World Wide Web Conference, 2014

Quizz: targeted crowdsourcing with a billion (potential) users.
Proceedings of the 23rd International World Wide Web Conference, 2014

Trust, but verify: predicting contribution quality for knowledge base construction and curation.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Constructing and mining web-scale knowledge graphs: KDD 2014 tutorial.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Knowledge vault: a web-scale approach to probabilistic knowledge fusion.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013
Sixth workshop on exploiting semantic annotations in information retrieval (ESAIR'13).
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Introduction to the Special Section on Computational Models of Collective Intelligence in the Social Web.
ACM Trans. Intell. Syst. Technol., 2012

Joint relevance and freshness learning from clickthroughs for news search.
Proceedings of the 21st World Wide Web Conference 2012, 2012

To each his own: personalized content selection based on text comprehensibility.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Mining, searching and exploiting collaboratively generated content on the web.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Large-scale learning of word relatedness with constraints.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011
Concept-Based Information Retrieval Using Explicit Semantic Analysis.
ACM Trans. Inf. Syst., 2011

Web Page Summarization for Just-in-Time Contextual Advertising.
ACM Trans. Intell. Syst. Technol., 2011

Generalized link suggestions via web site clustering.
Proceedings of the 20th International Conference on World Wide Web, 2011

A word at a time: computing word relatedness using temporal semantic analysis.
Proceedings of the 20th International Conference on World Wide Web, 2011

Bid generation for advanced match in sponsored search.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Predicting web searcher satisfaction with existing community-based answers.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Information organization and retrieval with collaboratively generated content.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Ad Retrieval Systems <i>in vitro</i> and <i>in vivo</i>: Knowledge-Based Approaches to Computational Advertising.
Proceedings of the Advances in Information Retrieval, 2011

Retrieval models for audience selection in display advertising.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Information retrieval challenges in computational advertising.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Competing for users' attention: on the interplay between organic and sponsored search results.
Proceedings of the 19th International Conference on World Wide Web, 2010

Using landing pages for sponsored search ad selection.
Proceedings of the 19th International Conference on World Wide Web, 2010

The anatomy of an ad: structured indexing and retrieval for sponsored search.
Proceedings of the 19th International Conference on World Wide Web, 2010

Automatic generation of bid phrases for online advertising.
Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

Anatomy of the long tail: ordinary people with extraordinary tastes.
Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

Measuring the reusability of test collections.
Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

Exploiting site-level information to improve web search.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Using the past to score the present: extending term weighting models through revision history analysis.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Classifying search queries using the Web as a source of knowledge.
ACM Trans. Web, 2009

Information retrieval and advertising.
SIGIR Forum, 2009

Wikipedia-based Semantic Interpretation for Natural Language Processing.
J. Artif. Intell. Res., 2009

The Social Future of Web Search: Modeling, Exploiting, and Searching Collaboratively Generated Content.
IEEE Data Eng. Bull., 2009

AAAI 2008 Workshop Reports.
AI Mag., 2009

Towards intent-driven bidterm suggestion.
Proceedings of the 18th International Conference on World Wide Web, 2009

Online expansion of rare queries for sponsored search.
Proceedings of the 18th International Conference on World Wide Web, 2009

Cross-language query classification using web search for exogenous knowledge.
Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

Context transfer in search advertising.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

What happens after an ad click?: quantifying the impact of landing pages in web advertising.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Translating relevance scores to probabilities for contextual advertising.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

AI in Web Advertising: Picking the Right Ad Ten Thousand Times a Second.
Proceedings of the Advances in Artificial Intelligence, 2009

2008
Optimizing relevance and revenue in ad search: a query substitution approach.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Cross-lingual query classification: a preliminary study.
Proceedings of the Proceeding of the 2nd ACM workshop on Improving Non English Web Searching, 2008

Search advertising using web relevance feedback.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

To swing or not to swing: learning when (not) to advertise.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Introduction to Computational Advertising.
Proceedings of the ACL 2008, 2008

Concept-Based Feature Generation and Selection for Information Retrieval.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Feature generation for textual information retrieval using world knowledge.
SIGIR Forum, 2007

Harnessing the Expertise of 70, 000 Human Editors: Knowledge-Based Feature Generation for Text Categorization.
J. Mach. Learn. Res., 2007

Robust classification of rare queries using web knowledge.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Computing Semantic Relatedness Using Wikipedia-based Explicit Semantic Analysis.
Proceedings of the IJCAI 2007, 2007

Just-in-time contextual advertising.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006
Feature generation for textual information retrieval using world knowledge.
PhD thesis, 2006

Overcoming the Brittleness Bottleneck using Wikipedia: Enhancing Text Categorization with Encyclopedic Knowledge.
Proceedings of the Proceedings, 2006

2005
Feature Generation for Text Categorization Using World Knowledge.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

2004
Newsjunkie: providing personalized newsfeeds via analysis of information novelty.
Proceedings of the 13th international conference on World Wide Web, 2004

Parameterized generation of labeled datasets for text categorization based on a hierarchical directory.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Text categorization with many redundant features: using aggressive feature selection to make SVMs competitive with C4.5.
Proceedings of the Machine Learning, 2004

2002
Placing search in context: the concept revisited.
ACM Trans. Inf. Syst., 2002

The homograph attack.
Commun. ACM, 2002

1998
System Demonstration Natural Language Generation With Abstract Machine.
Proceedings of the Ninth International Workshop on Natural Language Generation, 1998

1997
Amalia - A Unified Platform for Parsing and Generation
CoRR, 1997


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