Wang An's repositories
Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
PL-Marker
Source code for "Packed Levitated Marker for Entity and Relation Extraction"
OpenPrompt
An Open-Source Framework for Prompt-Learning.
kenlm
KenLM: Faster and Smaller Language Model Queries
SCAPT-ABSA
Code for EMNLP 2021 paper: "Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training"
GTS
Code and data for paper "Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction". Aspect opinion pair datasets and aspect triplet datasets.
ACOS
The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".
JaMIE
A Japanese Medical Information Extraction Toolkit
PFN
EMNLP 2021 - A Partition Filter Network for Joint Entity and Relation Extraction
PURE
NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction
CSrankings
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
biomedical_ner
Named Entity Extraction - ADE, Reason, and Drug mention extraction - from clinical notes. Dataset = N2C2 2018- Track 2
bert
TensorFlow code and pre-trained models for BERT
Data-Structure
Data Structure and Algorithm using C
mrc-for-flat-nested-ner
Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`
Kaggle-NLP-Competition
NLP simple competition
Lihang-ML
李航统计学习方法（第二版）学习笔记
Real-Time-Object-Detection-and-Tracking
Combining object detection and tracking. The object detecting algorithm is SSD and the object detecting algorithm is SiamRPN. Both algorithms are real-time.
100-Days-Of-ML-Code
100 Days of ML Coding
SSD-Tensorflow
Single Shot MultiBox Detector in TensorFlow
spaceShooter
:video_game: The classic retro game recreated using Pygame and python