MichaelHuang
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muril_base_cased_urdu_sentiment_2.0

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sentiment analysis

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MichaelHuang commited on May 30, 2023

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 # Sentiment Binary Classifier for Urdu
 ## muril_base_cased_urdu_sentiment_2.0
-Compared to muril_base_cased_urdu_sentiment, the base model of the present model went through an additional pre-training procedure of "masked LM" (MLM) on a dataset of over [1 Million Urdu news](https://data.mendeley.com/datasets/834vsxnb99/3).
 Muril_base_cased_urdu_sentiment_2.0 outperformed muril_base_cased_urdu_sentiment by about 0.2 accuracy rate on news data.
 Base model is [google/muril-base-cased](https://huggingface.co/google/muril-base-cased), a BERT model pre-trained on 17 Indian languages and their transliterated counterparts.
 Urdu sentiment analysis dataset is from [mirfan899](https://github.com/mirfan899/Urdu/tree/master/sentiment).

 # Sentiment Binary Classifier for Urdu
 ## muril_base_cased_urdu_sentiment_2.0
+Compared to [muril_base_cased_urdu_sentiment](https://huggingface.co/MichaelHuang/muril_base_cased_urdu_sentiment), the base model of the present model went through an additional pre-training procedure of "masked LM" (MLM) on a dataset of over [1 Million Urdu news](https://data.mendeley.com/datasets/834vsxnb99/3).
 Muril_base_cased_urdu_sentiment_2.0 outperformed muril_base_cased_urdu_sentiment by about 0.2 accuracy rate on news data.
 Base model is [google/muril-base-cased](https://huggingface.co/google/muril-base-cased), a BERT model pre-trained on 17 Indian languages and their transliterated counterparts.
 Urdu sentiment analysis dataset is from [mirfan899](https://github.com/mirfan899/Urdu/tree/master/sentiment).