├── README.md ├── evaluation-results ├── machine_translation.xlsx ├── multiple_choice_qa.xlsx ├── named-entity-recognition.xlsx ├── question_paraphrasing.xlsx ├── reading_comprehension.xlsx ├── sentiment_analysis.xlsx ├── summarization.xlsx ├── text_classification.xlsx ├── textual_entailment.xlsx └── textual_thematic_similarity.xlsx ├── machine_translation.py ├── multiple_choice_qa.py ├── ner.py ├── notebooks ├── machine-translation │ ├── MachineTranslation_persiannlp_mt5-base-parsinlu-opus-translation_fa_en.ipynb │ ├── MachineTranslation_persiannlp_mt5-base-parsinlu-translation_en_fa.ipynb │ ├── MachineTranslation_persiannlp_mt5-large-parsinlu-translation_en_fa.ipynb │ ├── MachineTranslation_persiannlp_mt5-small-parsinlu-opus-translation_fa_en.ipynb │ ├── MachineTranslation_persiannlp_mt5-small-parsinlu-translation_en_fa.ipynb │ └── MachineTranslation_persiannlp_mt5_large_parsinlu_opus_translation_fa_en.ipynb ├── multiple-choice-qa │ ├── MultipleChoiceQA_persiannlp_mbert-base-parsinlu-multiple-choice.ipynb │ ├── MultipleChoiceQA_persiannlp_mt5-base-parsinlu-arc-comqa-obqa-multiple-choice.ipynb │ ├── MultipleChoiceQA_persiannlp_mt5-base-parsinlu-multiple-choice.ipynb │ ├── MultipleChoiceQA_persiannlp_mt5-large-parsinlu-arc-comqa-obqa-multiple-choice.ipynb │ ├── MultipleChoiceQA_persiannlp_mt5-large-parsinlu-multiple-choice.ipynb │ ├── MultipleChoiceQA_persiannlp_mt5-small-parsinlu-arc-comqa-obqa-multiple-choice.ipynb │ ├── MultipleChoiceQA_persiannlp_mt5-small-parsinlu-multiple-choice.ipynb │ ├── MultipleChoiceQA_persiannlp_parsbert-base-parsinlu-multiple-choice.ipynb │ └── MultipleChoiceQA_persiannlp_wikibert-base-parsinlu-multiple-choice.ipynb ├── named-entity-recognition │ ├── NER_HooshvareLab_albert-fa-zwnj-base-v2-ner.ipynb │ ├── NER_HooshvareLab_bert-base-parsbert-armanner-uncased.ipynb │ ├── NER_HooshvareLab_bert-base-parsbert-ner-uncased.ipynb │ ├── NER_HooshvareLab_bert-base-parsbert-peymaner-uncased.ipynb │ ├── NER_HooshvareLab_bert-fa-base-uncased-ner-arman.ipynb │ ├── NER_HooshvareLab_bert-fa-base-uncased-ner-peyma.ipynb │ ├── NER_HooshvareLab_bert-fa-zwnj-base-ner.ipynb │ ├── NER_HooshvareLab_distilbert-fa-zwnj-base-ner.ipynb │ ├── NER_HooshvareLab_roberta-fa-zwnj-base-ner.ipynb │ ├── NER_m3hrdadfi_albert-fa-base-v2-ner-arman.ipynb │ └── NER_m3hrdadfi_albert-fa-base-v2-ner-peyma.ipynb ├── question-paraphrasing │ ├── QuestionParaphrasing_parsinlu-mt5_mt5-base-parsinlu-qqp-query-paraphrasing.ipynb │ ├── QuestionParaphrasing_parsinlu-mt5_mt5-large-parsinlu-qqp-query-paraphrasing.ipynb │ └── QuestionParaphrasing_parsinlu-mt5_mt5-small-parsinlu-qqp-query-paraphrasing.ipynb ├── reading-comprehension │ ├── ReadingComprehension_persiannlp_mt5-base-parsinlu-squad-reading-comprehension.ipynb │ ├── ReadingComprehension_persiannlp_mt5-large-parsinlu-squad-reading-comprehension.ipynb │ └── ReadingComprehension_persiannlp_mt5-small-parsinlu-squad-reading-comprehension.ipynb ├── sentiment-analysis │ ├── SentimentAnalysis_HooshvareLab_bert-fa-base-uncased-sentiment-deepsentipers-binary.ipynb │ ├── SentimentAnalysis_HooshvareLab_bert-fa-base-uncased-sentiment-deepsentipers-multi.ipynb │ ├── SentimentAnalysis_HooshvareLab_bert-fa-base-uncased-sentiment-digikala.ipynb │ ├── SentimentAnalysis_HooshvareLab_bert-fa-base-uncased-sentiment-snappfood.ipynb │ ├── SentimentAnalysis_m3hrdadfi_albert-fa-base-v2-sentiment-binary.ipynb │ ├── SentimentAnalysis_m3hrdadfi_albert-fa-base-v2-sentiment-deepsentipers-binary.ipynb │ ├── SentimentAnalysis_m3hrdadfi_albert-fa-base-v2-sentiment-deepsentipers-multi.ipynb │ ├── SentimentAnalysis_m3hrdadfi_albert-fa-base-v2-sentiment-digikala.ipynb │ ├── SentimentAnalysis_m3hrdadfi_albert-fa-base-v2-sentiment-multi.ipynb │ ├── SentimentAnalysis_m3hrdadfi_albert-fa-base-v2-sentiment-snappfood.ipynb │ ├── Sentiment_persiannlp_mt5-base-parsinlu-sentiment-analysis.ipynb │ ├── Sentiment_persiannlp_mt5-large-parsinlu-sentiment-analysis.ipynb │ └── Sentiment_persiannlp_mt5-small-parsinlu-sentiment-analysis.ipynb ├── summarization │ ├── Summarization_m3hrdadfi_bert2bert-fa-news-headline.ipynb │ └── Summarization_m3hrdadfi_bert2bert-fa-wiki-summary.ipynb ├── text-classification │ ├── TextClassification_albert_v2.0_albert-fa-base-v2-clf-digimag.ipynb │ ├── TextClassification_albert_v2.0_albert-fa-base-v2-clf-persiannews.ipynb │ ├── TextClassification_parsbert_v2.0_bert-fa-base-uncased-clf-digimag.ipynb │ └── TextClassification_parsbert_v2.0_bert-fa-base-uncased-clf-persiannews.ipynb ├── textual-entailment │ ├── TextualEntailment_m3hrdadfi_bert-fa-base-uncased-farstail-2.ipynb │ ├── TextualEntailment_m3hrdadfi_bert-fa-base-uncased-farstail-mean-tokens.ipynb │ ├── TextualEntailment_m3hrdadfi_bert-fa-base-uncased-farstail.ipynb │ ├── TextualEntailment_persiannlp_mbert-base-parsinlu-entailment-2.ipynb │ ├── TextualEntailment_persiannlp_mbert-base-parsinlu-entailment.ipynb │ ├── TextualEntailment_persiannlp_mt5-base-parsinlu-snli-entailment.ipynb │ ├── TextualEntailment_persiannlp_mt5-large-parsinlu-snli-entailment.ipynb │ ├── TextualEntailment_persiannlp_mt5-small-parsinlu-snli-entailment.ipynb │ ├── TextualEntailment_persiannlp_parsbert-base-parsinlu-entailment-2.ipynb │ ├── TextualEntailment_persiannlp_parsbert-base-parsinlu-entailment.ipynb │ ├── TextualEntailment_persiannlp_wikibert-base-parsinlu-entailment-2.ipynb │ └── TextualEntailment_persiannlp_wikibert-base-parsinlu-entailment.ipynb └── textual-thematic_similarity │ ├── TextualThematicSimilarity_m3hrdadfi_bert-fa-base-uncased-wikinli-mean-tokens.ipynb │ ├── TextualThematicSimilarity_m3hrdadfi_bert-fa-base-uncased-wikinli.ipynb │ └── TextualThematicSimilarity_m3hrdadfi_bert-fa-base-uncased-wikitriplet-mean-tokens.ipynb ├── question_paraphrasing.py ├── reading_comprehension.py ├── requirements.txt ├── rouge.py ├── sentiment_analysis.py ├── summarization.py ├── text_classification.py ├── 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