Jieyu's repositories
awd-lstm-lm-1
LSTM and QRNN Language Model Toolkit for PyTorch
Balanced-Datasets-Are-Not-Enough
[ICCV'19] Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations
bert
TensorFlow code and pre-trained models for BERT
Bert-text-classification
This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation
bi-att-flow
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
coref
BERT for Coreference Resolution
framing-twitter
Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"
generalize-unseen-domains
Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018
multitask_sentiment_analysis
Multitask Deep Learning for Sentiment Analysis using Character-Level Language Model, Bi-LSTMs for POS Tag, Chunking and Unsupervised Dependency Parsing. Inspired by this great article https://arxiv.org/abs/1611.01587
neural-nlp
Framework for performing NLP deep learning experiments
nsf-proposal-latex-samples
LaTeX samples for NSF Research.gov Proposal Submission. For more information about Research.gov Proposal Submission visit https://www.research.gov/research-web/content/aboutpsm Feedback syee@nsf.gov
pytorch-pretrained-BERT
📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
PyTorch_GBW_LM
PyTorch Language Model for Google Billion Word Dataset
scikit-learn
scikit-learn: machine learning in Python
transferable_sent2vec
Robust, Transferable Sentence Representations for Text Classification
winogender-schemas
Data for evaluating gender bias in coreference resolution systems.