This is the collection of restructured downstream task, that restructured for ease the analysis section.
Muhammad Ravi Shulthan Habibi
muhammadravi251001
AI & ML interests
++
Organizations
Improving QA Performance with NLI as a Intermediate Task
This is the model implementation of Intermediate Task Transfer Learning from NLI models to QA models, training & giving knowledge to all the layer.
-
muhammadravi251001/fine-tuned-DatasetQAS-Squad-ID-with-indobert-base-uncased-with-ITTL-without-freeze-LR-1e-05
Question Answering • Updated • 49 -
muhammadravi251001/fine-tuned-DatasetQAS-IDK-MRC-with-indobert-base-uncased-with-ITTL-without-freeze-LR-1e-05
Question Answering • Updated • 15 -
muhammadravi251001/fine-tuned-DatasetQAS-TYDI-QA-ID-with-indobert-base-uncased-with-ITTL-without-freeze-LR-1e-05
Question Answering • Updated • 25 -
muhammadravi251001/fine-tuned-DatasetQAS-Squad-ID-with-indobert-large-p2-with-ITTL-without-freeze-LR-1e-05
Question Answering • Updated • 7
Impact of Multilingual Alignment - Alignment Dataset
This is the collection of restructured word & level alignment, that restructured for ease the analysis section.
-
muhammadravi251001/restructured-flores200
Viewer • Updated • 2.01k • 35 -
muhammadravi251001/restructured-ntrex128
Viewer • Updated • 2k • 25 -
muhammadravi251001/restructured-nusax
Viewer • Updated • 1k • 32 -
muhammadravi251001/restructured-nusawrites
Viewer • Updated • 69.3k • 23
Generated NLI Datasets Derived from QA Datasets
These are all NLI datasets derived from QA datasets. Derived processes (workflows) will be published later.
Improving QA Performance with NLI as a FR Intermediate Task
This is the model implementation of Intermediate Task Transfer Learning from NLI models to QA models with freezing layer -> train only output layer.
-
muhammadravi251001/fine-tuned-DatasetQAS-Squad-ID-with-indobert-base-uncased-with-ITTL-with-freeze-LR-1e-05
Question Answering • Updated • 13 -
muhammadravi251001/fine-tuned-DatasetQAS-IDK-MRC-with-indobert-base-uncased-with-ITTL-with-freeze-LR-1e-05
Question Answering • Updated • 15 -
muhammadravi251001/fine-tuned-DatasetQAS-TYDI-QA-ID-with-indobert-base-uncased-with-ITTL-with-freeze-LR-1e-05
Question Answering • Updated • 6 -
muhammadravi251001/fine-tuned-DatasetQAS-Squad-ID-with-indobert-large-p2-with-ITTL-without-freeze-LR-1e-05
Question Answering • Updated • 7
Impact of Multilingual Alignment - Downstream Dataset
This is the collection of restructured downstream task, that restructured for ease the analysis section.
Generated NLI Datasets Derived from QA Datasets
These are all NLI datasets derived from QA datasets. Derived processes (workflows) will be published later.
Improving QA Performance with NLI as a Intermediate Task
This is the model implementation of Intermediate Task Transfer Learning from NLI models to QA models, training & giving knowledge to all the layer.
-
muhammadravi251001/fine-tuned-DatasetQAS-Squad-ID-with-indobert-base-uncased-with-ITTL-without-freeze-LR-1e-05
Question Answering • Updated • 49 -
muhammadravi251001/fine-tuned-DatasetQAS-IDK-MRC-with-indobert-base-uncased-with-ITTL-without-freeze-LR-1e-05
Question Answering • Updated • 15 -
muhammadravi251001/fine-tuned-DatasetQAS-TYDI-QA-ID-with-indobert-base-uncased-with-ITTL-without-freeze-LR-1e-05
Question Answering • Updated • 25 -
muhammadravi251001/fine-tuned-DatasetQAS-Squad-ID-with-indobert-large-p2-with-ITTL-without-freeze-LR-1e-05
Question Answering • Updated • 7
Improving QA Performance with NLI as a FR Intermediate Task
This is the model implementation of Intermediate Task Transfer Learning from NLI models to QA models with freezing layer -> train only output layer.
-
muhammadravi251001/fine-tuned-DatasetQAS-Squad-ID-with-indobert-base-uncased-with-ITTL-with-freeze-LR-1e-05
Question Answering • Updated • 13 -
muhammadravi251001/fine-tuned-DatasetQAS-IDK-MRC-with-indobert-base-uncased-with-ITTL-with-freeze-LR-1e-05
Question Answering • Updated • 15 -
muhammadravi251001/fine-tuned-DatasetQAS-TYDI-QA-ID-with-indobert-base-uncased-with-ITTL-with-freeze-LR-1e-05
Question Answering • Updated • 6 -
muhammadravi251001/fine-tuned-DatasetQAS-Squad-ID-with-indobert-large-p2-with-ITTL-without-freeze-LR-1e-05
Question Answering • Updated • 7
Impact of Multilingual Alignment - Alignment Dataset
This is the collection of restructured word & level alignment, that restructured for ease the analysis section.
-
muhammadravi251001/restructured-flores200
Viewer • Updated • 2.01k • 35 -
muhammadravi251001/restructured-ntrex128
Viewer • Updated • 2k • 25 -
muhammadravi251001/restructured-nusax
Viewer • Updated • 1k • 32 -
muhammadravi251001/restructured-nusawrites
Viewer • Updated • 69.3k • 23