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Lucy Li's Projects

booknlp icon booknlp

BookNLP, a natural language processing pipeline for books

char-rnn-tensorflow icon char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

densray icon densray

Getting interpretable dimensions in word embedding spaces.

gpt3_gender icon gpt3_gender

Narrative Understanding Workshop paper (2021) on gender in GPT-3 generated stories

ingredient_viz icon ingredient_viz

A project on ingredients in various cuisines, visualized using D3

ingroup_lang icon ingroup_lang

Code for 2021 TACL paper on community-specific language

litbank icon litbank

Annotated dataset of 100 works of fiction to support tasks in natural language processing and the computational humanities.

mordecai3 icon mordecai3

Full text geoparsing/toponym resolution with event geolocation

speak-tool icon speak-tool

A tool to collect/validate audio recordings from workers on Amazon Mechanical Turk. Written in Python/Flask. (originally hosted on github.mit.edu)

stanfordnlp icon stanfordnlp

Official Stanford NLP Python Library for Many Human Languages

textbook-analysis icon textbook-analysis

Code for the paper "Content Analysis of Textbooks via Natural Language Processing".

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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