Week 5- Evaluation and Transfer Learning

by Rachit


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Week Summary

A complete report of the work done during the week must be written here.

Daily Work Update

# Day Date A short description of the work done
1 Monday 2020/06/01 Looked into languages for Transfer Learning, shortlisted- Russian, Spanish and Latin (data is a problem)
2 Tuesday 2020/06/02 Russian WMT Weights from fairseq
3 Wednesday 2020/06/03 Spanish WMT Parallel data
4 Thursday 2020/06/04 Trained Es-Eng model using Transformer and saved weights
5 Friday 2020/06/05 Used Es-Eng weights and started training Sum-Eng
6 Saturday 2020/06/06 Evaluated Sum-Eng results after TL from Es-Eng
7 Sunday 2020/06/07 Back Translated all shards (1M Sumerian) and evaluated results