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Susan Xu's Projects

cs109a-project icon cs109a-project

Final project for CS109A (Data Science). Our goal is to apply machine learning techniques to read into the datasets and generate predictions of mortality rate.

debiaswe icon debiaswe

Remove problematic gender bias from word embeddings.

glove icon glove

GloVe model for distributed word representation

gn_glove icon gn_glove

Learning Gender-Neutral Word Embeddings

lexical_entailment icon lexical_entailment

Analyzing the relative performance of different machine learning models for lexical entailment on different languages.

ml-for-nlp icon ml-for-nlp

Implementation of various ML for NLP algorithms in PyTorch, including: BoW, CBoW, CNN for Sentiment Classifcation, Seq2Seq, Seq2Seq with attention

pacmanio icon pacmanio

Multiplayer, networked Pacman game for CS262

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