Fandong Meng's repositories
fandongmeng.github.com
My online resume
StackedDTMT
Stacked Encoder Enhanced Deep Transition RNMT
sparse-and-robust-PLM
[NeurIPS 2022] "A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models", Yuanxin Liu, Fandong Meng, Zheng Lin, Jiangnan Li, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou
ColossalAI
Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training
MSCTD
Code and Data for the ACL22 main conference paper "MSCTD: A Multimodal Sentiment Chat Translation Dataset"
ClidSum
ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization
wit
WIT (Wikipedia-based Image Text) Dataset is a large multimodal multilingual dataset comprising 37M+ image-text sets with 11M+ unique images across 100+ languages.
WeTS
A benchmark for the task of translation suggestion
DTMT_InDec
Implementation of DTMT with incremental decoding
MTBook
《机器翻译:基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
TLAT-NMT
Source code for the EMNLP 2020 long paper <Token-level Adaptive Training for Neural Machine Translation>.
TurboTransformers
a fast and user-friendly tool for transformer inference on CPU and GPU
sha-rnn
Single Headed Attention RNN - "Stop thinking with your head"
OR-NMT
Source code for the paper <Bridging the Gap between Training and Inference for Neural Machine Translation>
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
Cross-Domain_NER
Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper
GCDT
Code for the paper: GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling
nmtpytorch
Sequence-to-Sequence Framework in PyTorch
wenmt
nmt models
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
tf_ner
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
bert
TensorFlow code and pre-trained models for BERT