Epsilon-Lee
Have belief in ml interpretability | Fantasy & creative thinker, Linguistic lover, PhD in machine translation
Independent thinkerBeijing, China
Pinned Repositories
Customized-THUMT
Customized THUMT for State-of-the-Art Neural Machine Translation.
deep-learning-explained
A collection of papers that try to explain the mysteries of deep learning with theories and empirical evidences.
DRR-benchmark
Benchmarking discourse relation recognition (DRR)
fairseq-epsilon
Customized fairseq for fast experiment prototyping.
meta-eval-mt
ml-math-in-and-for-nlp
An evolving notes on machine learning and mathematical techniques in and for Natural Language Processing.
nlptutorial
Forked from Neubig to adapt to our tea party at Harbin Institute of Technology.
OpenNMT-V1
Personalized Prototype for NMT Dev
paper-jam
Jam of papers that interest or bore me and my friends :P
trending-with-trends
Getting into trends and then think beyond trends.
Epsilon-Lee's Repositories
Epsilon-Lee/paper-jam
Jam of papers that interest or bore me and my friends :P
Epsilon-Lee/ml-math-in-and-for-nlp
An evolving notes on machine learning and mathematical techniques in and for Natural Language Processing.
Epsilon-Lee/DRR-benchmark
Benchmarking discourse relation recognition (DRR)
Epsilon-Lee/OpenNMT-V1
Personalized Prototype for NMT Dev
Epsilon-Lee/nlptutorial
Forked from Neubig to adapt to our tea party at Harbin Institute of Technology.
Epsilon-Lee/fairseq-epsilon
Customized fairseq for fast experiment prototyping.
Epsilon-Lee/meta-eval-mt
Epsilon-Lee/deep-learning-explained
A collection of papers that try to explain the mysteries of deep learning with theories and empirical evidences.
Epsilon-Lee/trending-with-trends
Getting into trends and then think beyond trends.
Epsilon-Lee/Customized-THUMT
Customized THUMT for State-of-the-Art Neural Machine Translation.
Epsilon-Lee/epsilon-learns-to-algo
My personal road to the beauty of algorithms and algorithmic thinking.
Epsilon-Lee/epsilon-lee.github.io
Epsilon-Lee/fairseq-da
A repo for investigating various Data Augmentation methods in Neural Machine Translation
Epsilon-Lee/frege
`frege` is a lib that I build gradually to logicalize my research in machine learning and computional linguistics.
Epsilon-Lee/Hybrid-Explore-NMT
This is an implementation of easy-first exploration in BOW search space with only seq2seq+att model.
Epsilon-Lee/ml-better-understood
My customised notes for better understanding machine learning topics and frontiers
Epsilon-Lee/my-old-website
My Personal Website
Epsilon-Lee/research-daily
Daily research log
Epsilon-Lee/sentiment-benchmark
benchmarking basic models for sentiment classification
Epsilon-Lee/Seq2Seq-raw
This is a raw implementation of encoder-decoder model with\out attention for nmt.
Epsilon-Lee/THUMT-epsilonlee
My personal adaptation of the THUMT neural machine translation repo.
Epsilon-Lee/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Epsilon-Lee/understand-black-box-nmt
An ongoing list of understanding and interpretability works in machine translation and beyond.