Terrence D. Szymanski

@inproceedings{kutuzov-etal-2018-diachronic,
  title = "Diachronic word embeddings and semantic shifts: a survey",
  author = "Kutuzov, Andrey and {\O}vrelid, Lilja and Szymanski, Terrence and Velldal, Erik",
  booktitle = "Proceedings of the 27th International Conference on Computational Linguistics",
  month = aug,
  year = "2018",
  address = "Santa Fe, New Mexico, USA",
  publisher = "Association for Computational Linguistics",
  url = "https://www.aclweb.org/anthology/C18-1117",
  pages = "1384--1397",
  abstract = "Recent years have witnessed a surge of publications aimed at tracing temporal changes in lexical semantics using distributional methods, particularly prediction-based word embedding models. However, this vein of research lacks the cohesion, common terminology and shared practices of more established areas of natural language processing. In this paper, we survey the current state of academic research related to diachronic word embeddings and semantic shifts detection. We start with discussing the notion of semantic shifts, and then continue with an overview of the existing methods for tracing such time-related shifts with word embedding models. We propose several axes along which these methods can be compared, and outline the main challenges before this emerging subfield of NLP, as well as prospects and possible applications.",
}

@inproceedings{Szymanski:2017,
   Author = {Terrence Szymanski},
   Title = {Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings},
   Booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
   Year = {2017} }

@inproceedings{Gurin:2017,
   Author = {Yuri Gurin, Terrence Szymanski and Mark T. Keane},
   Title = {Discovering News Events That Move Markets},
   Booktitle = {Proceedings of the 2017 SAI Intelligent Systems Conference (IntelliSys)},
   Year = {2017} }

@inproceedings{Szymanski:2016,
  Author = {Terrence Szymanski and Claudia Orellana-Rodriguez and Mark T. Keane},
  Booktitle = {Natural Language Processing meets Journalism Proceedings of the Workshop ({NLPMJ}-2016)},
  Title = {Helping News Editors Write Better Headlines: A Recommender to Improve the Keyword Contents \& Shareability of News Headlines},
  Pages = {30--34},
  Year = {2016}
}

@inproceedings{Szymanski:2015,
  Author = {Terrence Szymanski and Gerard Lynch},
  Title = {{UCD}: Diachronic Text Classification with Character, Word, and Syntactic N-grams},
  Booktitle = {Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)},
  Year = {2015}
}

@article{Szymanski:2013,
  Author = {Terrence Szymanski},
  Title = {Automatic Extraction of Linguistic Data from Digitized Documents},
  Journal = {Proceedings of the Berkeley Linguistics Society},
  Volume = {39},
  Year = {2013}
}

@phdthesis{Szymanski:2012,
  Author = {Terrence Szymanski},
  School = {University of Michigan},
  Title = {Morphological Inference from Bitext for Resource-Poor Languages},
  Year = {2012}}
}

@article{Keshet:2011,
  Author = {Ezra Keshet and Terrence Szymanski and Stephen Tyndall},
  Journal = {Proceedings of the Ninth International Conference on Computational Semantics (IWCS 2011)},
  Title = {BALLGAME: A Corpus for Computational Semantics},
  Year = {2011}
}