Publications

• Statistically Significant Detection of Linguistic Change

  • Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, Steven Skiena

  • 24th International World Wide Web Conference (to appear in WWW 2015)

  • [pdf] [demo] [bibtex] [code]

• Polyglot-NER: Massive Multilingual Named Entity Recognition

  • Rami Al-Rfou, Vivek Kulkarni, Bryan Perozzi, and Steven Skiena

  • SIAM International Conference on Data Mining (to appear in SDM 2015)

  • [pdf] [bibtex] [project page]

• DeepWalk: Online Learning of Social Representations

  • Bryan Perozzi, Rami Al-Rfou, and Steven Skiena

  • Twentieth ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2014) 

  • [pdf] [bibtex] [Project page]

• Inducing Language Networks from Continuous Space Word Representations

  • Bryan Perozzi, Rami Al-Rfou, Vivek Kulkarni, and Steven Skiena

  • Fifth Workshop on Complex Networks (CompleNet 2014)

  • [pdf] [bibtex] [Project page, visualizations]

• Polyglot: Distributed Word Representations for Multilingual NLP

  • Rami Al-Rfou, Bryan Perozzi, and Steven Skiena

  • Seventeenth Conference on Computational Natural Language Learning (CoNLL 2013)

  • [pdf] [bibtex] [poster] [Project page, online demo, and Word Embeddings]

• The Expressive Power of Word Embeddings

  • Yanqing Chen, Bryan Perozzi, Rami Al-Rfou, and Steven Skiena

  • Workshop on Deep Learning for Audio, Speech, and Language Processing (ICML 2013)

  • [pdf] [bibtex]

• SpeedRead: A Fast Named Entity Recognition

  • Rami Al-Rfou and Steven Skiena

  • 24th International Conference on Computational Linguistics (COLING 2012)

  • [pdf] [bibtex] [slides] [code] [more]

Media Coverage

Various articles and comments on my work, from around the web:

News

• • Vice: Super Storm Sandy and Candy Crush Have Changed the English Language

  • ACM Technews: Linguistic Mapping Reveals How Word Meanings Sometimes Change Overnight

  • MIT Technology Review: Linguistic Mapping Reveals How Word Meanings Sometimes Change Overnight

Social Media

• • The New KDD -- highlights DeepWalk as an 'inspirational idea'.

Technical Reports

• Exploring the power of GPU's for training Polyglot language models

  • Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, Steven Skiena

  • [pdf]

• Detecting English Writing Styles For Non-native Speakers

  • Rami Al-Rfou

  • [pdf] [code] [slides] [more]

• TrackMeNot-so-good-after-all

  • Rami Al-Rfou, William Jannen, Nikhil Patwardhan

  • [pdf] [code] [slides]