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maybemkl/README.md

Hello! ๐Ÿ‘‹

I am a Ph.D. Candidate with the Platial Analysis and Urban Politics and Governance labs at McGill University. My primary interests are two-fold. 1๏ธโƒฃ I work on the application of statistical methods in general and natural language processing in particular to complex social problems. 2๏ธโƒฃ I am investigating the epistemological and historical foundations of natural language processing and large-language modeling, from the postwar cybernetics movement to contemporary practices.

Some of my projects and publications include:

  • ๐Ÿ—บ๏ธ Private-information retrieval (PIR) tile-serving and NLP for Drift Maps
  • ๐Ÿ™๏ธ Data-driven analyses on rental market financialization (JAPA) and the linguistic markers of gentrification (EMNLP, GIScience)
  • ๐Ÿ“– Genealogical and critical work on the epistemological foundations of distributional semantics (NAACL)

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  1. UPGo-McGill/montreal-finance-2022 UPGo-McGill/montreal-finance-2022 Public

    Code for 'High rises and housing stress: A spatial big-data analysis of rental housing financialization'

    R 5 1

  2. airbnb-place-ner airbnb-place-ner Public

    Data and models to extract toponyms and spatio-temporal entities from text data.

    Python 1

  3. wmdecompose wmdecompose Public

    A Python implementation of Word Mover's Distance that decomposes document level WMD into word level WMD for interpretable sociocultural NLP.

    Jupyter Notebook 3

  4. driftmaps/poi-osm driftmaps/poi-osm Public

    Scripts for getting POIs from OSM data

    Python