leuchine
Machine Learning and Natural Language Processing Researcher
University of Hong Kong, Reka AIHong Kong
leuchine's Stars
facebookresearch/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
NVIDIA/DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
google-research/text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
Lyken17/pytorch-OpCounter
Count the MACs / FLOPs of your PyTorch model.
Yochengliu/awesome-point-cloud-analysis
A list of papers and datasets about point cloud analysis (processing)
thunlp/PLMpapers
Must-read Papers on pre-trained language models.
salesforce/ctrl
Conditional Transformer Language Model for Controllable Generation
nyu-mll/jiant
jiant is an nlp toolkit
microsoft/MASS
MASS: Masked Sequence to Sequence Pre-training for Language Generation
thunlp/OpenCLaP
Open Chinese Language Pre-trained Model Zoo
facebookresearch/SpanBERT
Code for using and evaluating SpanBERT.
facebookresearch/anli
Adversarial Natural Language Inference Benchmark
john-hewitt/structural-probes
Codebase for testing whether hidden states of neural networks encode discrete structures.
MenglinLu/Chinese-clinical-NER
CCKS2019中文命名实体识别任务。从医疗文本中识别疾病和诊断、解剖部位、影像检查、实验室检验、手术和药物6种命名实体。现已实现基于jieba和AC自动机的baseline构建、基于BiLSTM和CRF的序列标住模型构建。bert的部分代码主要源于https://github.com/charles9n/bert-sklearn.git 感谢作者。 模型最终测试集得分0.81,还有较大改进空间。可以当做一个baseline。
chanzuckerberg/MedMentions
A corpus of Biomedical papers annotated with mentions of UMLS entities.
Eric-Wallace/universal-triggers
Universal Adversarial Triggers for Attacking and Analyzing NLP (EMNLP 2019)
vene/sparse-structured-attention
Sparse and structured neural attention mechanisms
Hyperparticle/udify
A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.
nelson-liu/contextual-repr-analysis
A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and Transferability of Contextual Representations" (NAACL 2019).
yaushian/Tree-Transformer
Implementation of the paper Tree Transformer
chrsmrrs/k-gnn
Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".
yoavg/bert-syntax
Assessing syntactic abilities of BERT
alexwarstadt/blimp
The Benchmark of Linguistic Minimal Pairs
blei-lab/causal-text-embeddings
Software and data for "Using Text Embeddings for Causal Inference"
cheungdaven/QuatE
Pytorch implementation of Quaternion Knowledge Graph Embeddings.
ganeshjawahar/interpret_bert
Interpreting Bidirectional Encoder Representations from Transformers (BERT)
BII-wushuang/Lie-Group-Motion-Prediction
Code for CVPR2019 Towards Natural and Accurate Future Motion Prediction of Humans and Animals
ahmedmalaa/Symbolic-Metamodeling
Codebase for "Demystifying Black-box Models with Symbolic Metamodels", NeurIPS 2019.
john-bradshaw/electro
Core code for the paper "A Generative Model For Electron Paths" (https://openreview.net/forum?id=r1x4BnCqKX).
taoyds/cosql
A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases