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| Repo | Description | Status | Note |
|---|---|---|---|
Python bindings to Marian C++; |
Complete✅ |
||
Facilitating human evaluation of chatbots; |
Complete✅ |
||
Distilling strong reference based metrics into stronger reference-less metrics |
Complete✅ |
||
A streaming approach to machine translation training. |
Complete✅ |
||
Many-to-English (v2) |
Complete✅ |
||
Transformer ablation, showing that model can work without encoder. |
Complete✅ |
||
Parallel sentence alignment from Universal Declaration of Human Rights corpus |
WIP/Incomplete◒ |
||
Done |
Complete✅ |
||
Macro sampling in BERT |
Didn’t work❌ |
Maybe we should revisit |
|
Imbalanced machine learning: case studies in image recognition, text classification, and machine translation |
Incomplete◒ |
||
A theory on hyperparameter |
Incomplete◒ |
Book idea! Needs more time. 🕙 |
|
A survey of NMT toolkits |
Incomplete◒ |
Lost interest |
|
Macro-averaged evaluation for automatic speech recognition |
Incomplete◒ |
(Some positive results, but needs more evidence) |
|
Macro Average: Rare Types are Important Too |
Complete✅ |
||
Many-to-English machine translation tools, data, and pretrained models |
Complete✅ |
||
Finding the optimal vocabulary size for neural machine translation |
Complete ✅ |
||
Neural machine translation with imbalanced classes |
Complete ✅ |
Rejected from *ACL; Arxiv link |
|
NMT learning curve revisited. |
Complete ✅ |
Not published |
|
An Approach for Automatic and Large Scale Image Forensics |
Complete ✅ |
||
Clustering webpages based on structure and style similarity |
Complete✅ |