Chengwei Qin's repositories
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP
thesis_template_ntu
Thesis Latex Template for Nanyang Technological University (NTU)
singa
a distributed deep learning platform
NL-Augmenter
NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations
CogView
Text-to-Image generation
MLAPP_CN_CODE
《Machine Learning: A Probabilistic Perspective》（Kevin P. Murphy）中文翻译和书中算法的Python实现。
unilm
UniLM - Unified Language Model Pre-training / Pre-training for NLP and Beyond
mlflow
Open source platform for the machine learning lifecycle
PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
CrossFit
Code for paper "CrossFit :weight_lifting:: A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)
text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
rebiber
A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).
Continual-Learning-Benchmark
Evaluate three types of task shifting with popular continual learning algorithms.
DuEE
百度2021年语言与智能技术竞赛多形态信息抽取赛道事件抽取部分Pytorch版baseline
align_uniform
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.
SelfORE
The source code of paper "SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction"
google-research
Google Research
higher
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.
CTrLBenchmark
Benchmark for Lifelong learning research
self-attentive-parser
High-accuracy NLP parser with models for 11 languages.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.