Here To Help
  • [April 2017] Paper accepted to ACL 2017
  • [January 2016] Talk at Bloomberg Research in New York
  • [December 2015] Thesis successfully defended!

I'm a Postdoctoral Fellow at the Center for Language and Speech Processing at Johns Hopkins University (JHU), working with Benjamin Van Durme. My research is at the intersection of natural language processing and machine learning, with a focus on generative modeling. My doctorate is also from JHU and I was advised by Jason Eisner and Mark Dredze. In the more distant past:

Publications

  • Bayesian Modeling of Lexical Resources for Low-Resource Settings. ACL (2017)
    Nicholas Andrews, Jason Eisner, Mark Dredze, and Benjamin Van Durme
    [pdf] [bib] [code]
  • Twitter at the Grammys: A Social Media Corpus for Entity Linking and Disambiguation.
    EMNLP Workshop (2016)
    Mark Dredze, Nicholas Andrews, Jay DeYoung.
    [pdf]
  • Generative Non-Markov Models for Information Extraction. Dissertation (2015)
  • Robust Entity Clustering via Phylogenetic Inference. ACL (2014)
    Nicholas Andrews, Jason Eisner, and Mark Dredze
    [pdf] [full paper] [bib] [code] [slides]
  • PARMA: A Predicate Argument Aligner. ACL Short (2013)
    Travis Wolfe, Benjamin Van Durme, Mark Dredze, Nicholas Andrews, Charley Beller, Chris Callison-Burch, Jay DeYoung, Justin Snyder, Jonathan Weese, Tan Xu, and Xuchen Yao
    [pdf] [bib]
  • Name Phylogeny: A Generative Model of String Variation. EMNLP (2012)
    Nicholas Andrews, Jason Eisner, and Mark Dredze
    [pdf] [bib]
  • Entity Clustering Across Languages. NAACL (2012)
    Spence Green, Nicholas Andrews, Matthew R. Gormley, Mark Dredze, Christopher D. Manning
    [pdf] [bib]
  • Transformation Process Priors. NIPS NP Bayes Workshop (2011)
    Nicholas Andrews and Jason Eisner
    [pdf] [bib]
  • Cross-lingual Coreference Resolution. HLTCOE TR (2011)
    Spence Green, Nicholas Andrews, Matthew R. Gormley, Mark Dredze, Christopher D. Manning
    [pdf]
  • Seeded Discovery of Base Relations in Large Corpora. EMNLP (2008)
    Nicholas Andrews and Naren Ramakrishnan
    [pdf] [bib]
  • Recent Developments in Document Clustering. VT TR (2008)
    Nicholas Andrews and Edward A. Fox
    [pdf]

Service

Program Committee

  • NIPS (2015, 2017)
  • ICML (2015, 2016, 2017)
  • EMNLP (2015, 2016, 2017)
  • AISTATS (2017)
  • NAACL (2013, 2016)
  • ACL (2017)
  • EACL (2017)

Johns Hopkins University