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---
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license: apache-2.0
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---
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## Dataset
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[NEWS2018 DATASET_04, Task ID: M-EnHi](http://workshop.colips.org/news2018/dataset.html)
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## Notebooks
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- `xmltodict.ipynb` contains the code to convert the `xml` files to `json` for training
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- `training_script.ipynb` contains the code for training and inference. It is a modified version of https://github.com/AI4Bharat/IndianNLP-Transliteration/blob/master/NoteBooks/Xlit_TrainingSetup_condensed.ipynb
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## Predictions
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`pred_test.json` contains top-10 predictions on the validation set of the dataset
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## Evaluation Scores on validation set
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TOP 10 SCORES FOR 1000 SAMPLES
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|Metrics | Score |
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|-----------|-----------|
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|ACC | 0.703000|
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|Mean F-score| 0.949289|
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|MRR | 0.486549|
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|MAP_ref | 0.381000|
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TOP 5 SCORES FOR 1000 SAMPLES:
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|Metrics | Score |
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|-----------|-----------|
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|ACC |0.621000|
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|Mean F-score |0.937985|
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|MRR |0.475033|
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|MAP_ref |0.381000|
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TOP 3 SCORES FOR 1000 SAMPLES:
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|Metrics | Score |
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|-----------|-----------|
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|ACC |0.560000|
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|Mean F-score |0.927025|
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|MRR |0.461333|
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|MAP_ref |0.381000|
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TOP 2 SCORES FOR 1000 SAMPLES:
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|Metrics | Score |
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|-----------|-----------|
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|ACC | 0.502000|
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|Mean F-score | 0.913697|
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|MRR | 0.442000|
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|MAP_ref | 0.381000|
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TOP 1 SCORES FOR 1000 SAMPLES:
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|Metrics | Score |
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|-----------|-----------|
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|ACC | 0.382000|
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|Mean F-score | 0.881272|
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|MRR | 0.382000|
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|MAP_ref | 0.380500| |
