基本信息
浏览量:67
职业迁徙
个人简介
Research interests
Text Mining
Machine Learning
Natural Language Processing
Search and Information Retrieval
Data Science
Publications
Convolutional Sentence Kernel with Word Embedding for Short Text Categorization.
Jonghoon Kim, François Rousseau and Michalis Vazirgiannis.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP '15).
Community-preserving generalization of social networks.
Jordi Casas-Roma and François Rousseau.
Proceedings of the social media and risk ASONAM 2015 workshop (SoMeRis '15).
Text Categorization as a Graph Classification Problem.
François Rousseau, Emmanouil Kiagias and Michalis Vazirgiannis.
Proceedings of the 52th Annual Meeting of the Association for Computational Linguistics and the 6th International Joint Conference on Natural Language Processing (ACL-IJCNLP '15).
Degeneracy-based Real-Time Sub-Event Detection in Twitter Stream.
Polykarpos Meladianos, Giannis Nikolentzos, François Rousseau, Yannis Stavrakas and Michalis Vazirgiannis.
Proceedings of the 9th AAAI International Conference on Web and Social Media (ICWSM '15).
Main Core Retention on Graph-of-words for Single-Document Keyword Extraction.
François Rousseau and Michalis Vazirgiannis.
Proceedings of the 37th European Conference on Information Retrieval (ECIR '15).
Graph-of-word and TW-IDF: New Approach to Ad Hoc IR.
François Rousseau and Michalis Vazirgiannis. Best Paper, Honorable Mention.
22nd ACM International Conference on Information & Knowledge Management (CIKM '13).
Efficient Online Novelty Detection in News Streams.
Margarita Karkali, François Rousseau, Alexandros Ntoulas and Michalis Vazirgiannis.
14th International Conference on Web Information System Engineering (WISE '13).
Composition of TF Normalizations: New Insights on Scoring Functions for Ad Hoc IR.
François Rousseau and Michalis Vazirgiannis.
38th ACM International Conference on Information Retrieval (SIGIR '13).
Reviews
WWW '15, ASONAM '15 and ACM TIST
WWW '14, SIGKDD '14 and ECML PKDD '14
WWW '13, SIGKDD '13, ASONAM '13 and ECML PKDD '13
ICDM '12
Experience
PhD Student at LIX
October 2012 - September 2015
Explored graph-of-words to mine and retrieve text with networks of features.
Software Engineer at Google
June 2014 - August 2014
Enhanced the Q&A part of Google Search using NLP and ML techniques.
Software Engineer at Sift Science
June 2013 - August 2013
Made the machine learning system real-time. Developed a device fingerprinting system.
Software Engineer at Google
October 2011 - July 2012
Built the Text-To-Speech system for French (released with Android 4.1).
Researcher at LIP6
April 2011 - September 2011
Designed a low-dimension barycenter-based semantic space for sentiment classification.
Education
Ecole Polytechnique
2012 - 2015
PhD in Computer Science under the supervision of Michalis Vazirgiannis.
Dissertation on Graph-of-words: mining and retrieving text with networks of features.
Université Pierre et Marie Curie - Paris VI
2010 - 2011
MSc in Computer Science (Major in Machine Learning and Web Mining).
Thesis on Word Embeddings for Opinion mining and Sentiment Analysis.
Télécom ParisTech
2008 - 2011
Engineering Diploma in Telecommunications (Major in Computer Science).
研究兴趣
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2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)pp.1039-1044, (2016)
PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1 (2015)
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