yucoian's repositories
ABSA-BERT-pair
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019) https://arxiv.org/abs/1903.09588
awesome-bert
bert nlp papers, applications and github resources ， BERT 相关论文和 github 项目
BertQA-Attention-on-Steroids
BertQA - Attention on Steroids
bertviz
Tool for visualizing attention in BERT and OpenAI GPT-2
ciml
A Course in Machine Learning
CommonSenseMultiHopQA
Code for EMNLP 2018 paper "Commonsense for Generative Multi-Hop Question Answering Tasks"
contextualized-reps-for-ranking
Code for Contextualized Word Representations for Document Re-Ranking, accepted at SIGIR 2019.
emnlp2017-relation-extraction
Context-Aware Representations for Knowledge Base Relation Extraction
fairseq-1
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
Hands-On-Natural-Language-Processing-with-Pytorch
Hands-On Natural Language Processing with Pytorch [Video], by Packt Publishing
Hands-on-NLP-with-PyTorch
Collection of Notebooks for Natural Language Processing with PyTorch
hedwig
PyTorch deep learning models for document classification
language
Shared repository for open-sourced projects from the Google AI Language team.
liane
一个让脑袋开心的互联网·
lil-log
Lilian's Blog
MSMARCO
Utilities, Baselines, Statistics and Descriptions Related to the MSMARCO DATASET
mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
NIPS2018_DECAPROP
Implementation of Densely Connected Attention Propagation for Reading Comprehension (NIPS 2018)
nlp-analysis-methods
Companion site for "Analysis Methods in Neural Language Processing: A Survey"
NLP-DL-Tricks
Tricks of NLP/deep Learning/machine learning, etc.
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
Paper-Reading
Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.
proximac
An open-source alternative to proxifier
PyTorch-NLP
Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers)
RLexample
Some basic examples of playing with RL
SEAL-CI
An implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
SGM
Sequence Generation Model for Multi-label Classification (COLING 2018)
sparse_attention
Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning