Pinned Repositories
LD-Net
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
LightNER
Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)
LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Language Model
RAdam
On the Variance of the Adaptive Learning Rate and Beyond
ReHession
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach
Torch-Scope
A Toolkit for Training, Tracking, Saving Models and Syncing Results
Transformer-Clinic
Understanding the Difficulty of Training Transformers
Vanilla_NER
Vanilla Sequence Labeling w. Char-LSTM-CRF
ReinMax
Beyond Straight-Through
AutoNER
Learning Named Entity Tagger from Domain-Specific Dictionary
LiyuanLucasLiu's Repositories
LiyuanLucasLiu/RAdam
On the Variance of the Adaptive Learning Rate and Beyond
LiyuanLucasLiu/LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Language Model
LiyuanLucasLiu/Transformer-Clinic
Understanding the Difficulty of Training Transformers
LiyuanLucasLiu/Torch-Scope
A Toolkit for Training, Tracking, Saving Models and Syncing Results
LiyuanLucasLiu/Vanilla_NER
Vanilla Sequence Labeling w. Char-LSTM-CRF
LiyuanLucasLiu/ArabicNER
Arabic NER system with a strong performance
LiyuanLucasLiu/clerk
LiyuanLucasLiu/ReinMax
Beyond Straight-Through
LiyuanLucasLiu/COVID-19-TweetIDs
The repository contains an ongoing collection of tweets IDs associated with the novel coronavirus COVID-19 (SARS-CoV-2), which commenced on January 28, 2020.
LiyuanLucasLiu/covid19_twitter
Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development
LiyuanLucasLiu/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
LiyuanLucasLiu/pyahocorasick
Python module (C extension and plain python) implementing Aho-Corasick algorithm
LiyuanLucasLiu/APART
Overfitting or Underfitting? Understand Robustness Drop in Adversarial Training
LiyuanLucasLiu/Awesome-NAS
LiyuanLucasLiu/ColossalAI
Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training
LiyuanLucasLiu/Convex-Optimization-Course
Repository for my convex optimization course.
LiyuanLucasLiu/DALLE-pytorch
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
LiyuanLucasLiu/emnlp-2020-virtual-conference-images
LiyuanLucasLiu/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
LiyuanLucasLiu/FasterTransformer
Transformer related optimization, including BERT, GPT
LiyuanLucasLiu/ipyplot
IPyPlot is a small python package offering fast and efficient plotting of images inside Jupyter Notebooks cells. It's using IPython with HTML for faster, richer and more interactive way of displaying big number of images.
LiyuanLucasLiu/marian
Fast Neural Machine Translation in C++
LiyuanLucasLiu/megablocks
LiyuanLucasLiu/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.
LiyuanLucasLiu/NN-CUDA-Example
Several simple examples for popular neural network toolkits calling custom CUDA operators.
LiyuanLucasLiu/NREPapers
Must-read papers on neural relation extraction (NRE)
LiyuanLucasLiu/NvidiaRTX-LHRv2Unlocker
The first fully automated BIOS modifier for RTX cards with LHR v2 lock.
LiyuanLucasLiu/SciencePlots
Matplotlib styles for scientific plotting
LiyuanLucasLiu/spike2py
spike2py provides a simple interface to analyse and visualise data
LiyuanLucasLiu/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs