Jolin Xia's repositories
berkeley-doc-summarizer
The Berkeley Document Summarizer is a learning-based, single-document summarization system that extracts source document content, exploits syntactic information to compress it, and uses coreference constraints to ensure clarity.
BERT4Rec-VAE-Pytorch
Pytorch implementation of BERT4Rec and Netflix VAE.
BiLSTM-CRF
BiLSTM-CRF for sequence labeling in Dynet
ChatGPT
Lightweight package for interacting with ChatGPT's API by OpenAI. Uses reverse engineered official API.
Chinese-Dependency-Treebank-with-Ellipsis
An Ellipsis-aware Chinese Dependency Treebank for Web Text
complex_RNN
unitary matrix for hidden to hidden layer
CtCI-6th-Edition
Cracking the Coding Interview 6th Ed. Solutions
EUNN-theano
EUNN implementation in theano
lxmls-2017
Slides/code for the Lisbon machine learning school 2017
PLMpapers
Must-read Papers on pre-trained language models.
Sentence-VAE
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
SpaceFusion
clone from https://github.com//golsun/SpaceFusion
WSDM2022-Retention-Score-Prediction
WSDM2022留存预测挑战赛 第1名解决方案