Rocke Dong's repositories
DeepLigand
CNN predicts the mean and variance of the Gaussian distribution, and with ELMo embedding
imbalanced-regression
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
roformer
Rotary Transformer
AutoBioNER
Distantly Supervised Biomedical Named Entity Recognition with Dictionary Expansion: https://ieeexplore.ieee.org/document/8983212
pyahocorasick
Python module (C extension and plain python) implementing Aho-Corasick algorithm
ml-stat-util
Statistical functions based on bootstrapping for computing confidence intervals and p-values comparing machine learning models and human readers
cs224u
Code for Stanford CS224u
chinese-sequence-ner
chinese-sequence-ner多模型中文命名实体识别
negspacy
spaCy pipeline object for negating concepts in text
Joker
Joker is an algorithm to design antimicrobial peptides using their language
LEBERT
Code for the ACL2021 paper "Lexicon Enhanced Chinese Sequence Labelling Using BERT Adapter"
self-attentive-parser
High-accuracy NLP parser with models for 11 languages.
spert
PyTorch code for SpERT: Span-based Entity and Relation Transformer
python-farmhash
Python bindings for the Google's FarmHash
BD_event-extraction
百度2020语言与智能技术竞赛：事件抽取赛道方案代码
NegSampling-NER
Negative sampling for solving the unlabeled entity problem in NER. ICLR-2021 paper: Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition.
Top-AI-Conferences-Paper-with-Code
Top-Conferences-Paper-with-Code (ACL、EMNLP、NAACL、COLING、AAAI、IJCAI、NeurIPS、ICLR and etc)
tabnet
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
CLIP
Contrastive Language-Image Pretraining
biobert-pytorch
PyTorch Implementation of BioBERT
TLM
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework
deepin-wine
【deepin源移植】Debian/Ubuntu上最快的QQ/微信安装方式
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
MedMentions
A corpus of Biomedical papers annotated with mentions of UMLS entities.
networkx
Network Analysis in Python
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
mmocr
OpenMMLab Text Detection, Recognition and Understanding Toolbox