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]



  • 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

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


  • TrackMeNot-so-good-after-all
    • Rami Al-Rfou, William Jannen, Nikhil Patwardhan
    • [pdf] [code] [slides]