Headshot Image: Rob Mayhew / ashlaureen photography

Resume

Research

I am advised by Dan Roth at University of Pennsylvania, formerly in the Cognitive Computation Group at University of Illinois at Urbana Champaign. My research interests are in multilingual and low-resource natural language processing. In the past, I have worked on trustworthiness (but only for situations where this handy graph is not applicable).

Publications (Google Scholar)

S. Mayhew, D. Roth
TALEN: Tool for Annotating Low-resource ENtities ACL Demonstrations. 2018
(PDF) (BibTeX)

@inproceedings{MayhewRo18,
    author = {Stephen Mayhew and Dan Roth},
    title = {TALEN: Tool for Annotating Low-resource ENtities},
    booktitle = {ACL Demonstration},
    year = {2018},
    url = "http://cogcomp.org/papers/MayhewRo18.pdf",
}
S. Mayhew, C-T Tsai, and D. Roth
Cheap Translation for Cross Lingual Named Entity Recognition EMNLP. 2017
(PDF) (BibTeX)

@inproceedings{MayhewTsRo17,
    author = {Stephen Mayhew and Chen-Tse Tsai and Dan Roth},
    title = {Cheap Translation for Cross-Lingual Named Entity Recognition},
    booktitle = {EMNLP},
    year = {2017},
    url = "http://cogcomp.org/papers/MayhewTsRo17.pdf",
}
C-T Tsai, S. Mayhew and D. Roth
Cross Lingual Named Entity Recognition via Wikification CoNLL. 2016
(PDF) (BibTeX)

@inproceedings{TsaiMaRo16,
    author = {Chen-Tse Tsai and Stephen Mayhew and Dan Roth},
    title = {Cross-Lingual Named Entity Recognition via Wikification},
    booktitle = {CoNLL},
    year = {2016},
    url = "http://cogcomp.org/papers/TsaiMaRo16.pdf",
}
S. Mayhew and D. Roth
Visualization of Trustworthiness Graphs
WWW Workshop on Rumors and Deception in Social Media (RDSM). 2015.
(PDF) (BibTeX)

@inproceedings{MayhewRo15,
    author = {S. Mayhew and D. Roth},
    title = {Visualization of Trustworthiness Graphs}.
    booktitle = {WWW Workshop on Rumors and Deception in Social Media (RDSM)},
    year = {2015},
    url = "http://cogcomp.org/~mayhew2/papers/MayhewRo15.pdf"
}
A. Benton, J. DeYoung, A. Teichert, S. Mayhew, M. Dredze, B. Van Durme, M. Thomas
Faster (and Better) Entity Linking with Cascades
NIPS Workshop on Automated Knowledge Base Construction (AKBC). 2014.
(PDF) (BibTeX)

@inproceedings{MayhewRo15,
    author = {A. Benton, J. DeYoung, A. Teichert, S. Mayhew, M. Dredze, B. Van Durme, M. Thomas},
    title = {Faster (and Better) Entity Linking with Cascades}.
    booktitle = {NIPS Workshop on Automated Knowledge Base Construction (AKBC)},
    year = {2014},
    url = "http://www.akbc.ws/2014/submissions/akbc2014_submission_1.pdf"
}
M. Sammons and Y. Song and R. Wang and G. Kundu and C.-T. Tsai and S. Upadhyay and S. Mayhew and D. Roth and S. Ancha
Overview of UI-CCG Systems for Event Argument Extraction, Entity Discovery and Linking, and Slot Filler Validation,
TAC 2014
(PDF) (BibTeX)

@inproceedings{SSWKTUMRA14,
    author = {M. Sammons and Y. Song and R. Wang and G. Kundu and C.-T. Tsai and S. Upadhyay and S. Mayhew and D. Roth and S. Ancha},
    title = {Overview of UI-CCG Systems for Event Argument Extraction, Entity Discovery and Linking, and Slot Filler Validation},
    booktitle = {TAC},
    year = {2014},
    url = "http://cogcomp.org/papers/SSWKTUMRA14.pdf",
}
H. Wu and Z. Fei and A. Dai and S. Mayhew and M. Sammons and D, Roth
IllinoisCloudNLP: Text Analytics Services in the Cloud
Language Resources and Evaluation Conference (LREC). 2014.
(PDF) (BibTeX)

@inproceedings{WFDMSR14,
    author = {H. Wu and Z. Fei and A. Dai and S. Mayhew and M. Sammons and D, Roth},
    title = {IllinoisCloudNLP: Text Analytics Services in the Cloud},
    booktitle = {Language Resources and Evaluation Conference (LREC)},
    month = {5},
    year = {2014},
    url = "http://cogcomp.org/papers/WFDMSR14.pdf",
    funding = {MIAS, ARL, DARPA, NSF},
}
Greenfield, K., Mayhew, S., Campbell, W.,
RECOG: Recognition and Exploration of Content Graphs,
PacificVis 2013, Sydney, Australia, 26 February – 1 March 2013.
(PDF) (BibTeX)

@Article{GreenfieldMaCa13,
    Title                    = {RECOG: Recognition and Exploration of Content Graphs},
    Author                   = {Greenfield, Kara and Mayhew, Stephen and Campbell, William},
    Booktitle                = {PacificVis 2013},
    Year                     = {2013},
}
  

Unpublished

Masters Thesis: Trustworthiness and the Importance of Structure
(PDF) (LaTeX -- see here for uiucthesis class)