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| <h2 style="text-align: center;">NLPre-PL Dataset</h2> |
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| <p>The official NLPre-PL dataset - a uniformly paragraph-level divided version of NKJP1M corpus - the 1 million token balanced subcorpus of the National Corpus of Polish (Narodowy Korpus Jezyka Polskiego). |
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| The NLPre dataset aims at fairly dividing the paragraphs length-wise and topic-wise into train, development, and test sets. Thus, we ensure a similar number of segments distribution per paragraph and avoid the situation when paragraphs with a small (or large) number of segments are available only e.g. during test time. |
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| <a style="text-align: center;" href="https://huggingface.co/datasets/ipipan/nlprepl" target="_blank" class="btn btn-primary btn-lg active" role="button" aria-pressed="true">🤗 NLPre-PL Dataset</a> |
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| <a style="text-align: center;"href="http://git.nlp.ipipan.waw.pl/alina/PDBUD" target="_blank" class="btn btn-primary btn-lg active" role="button" aria-pressed="true">🤗 PDB-UD Dataset</a> |
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| <h2 style="text-align: center;">NLPre-PL Trained models</h2> |
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| <p>Here are listed all available models, trained for the purpouse of creating NLPre-PL Benchmark.</p> |
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| <button class="btn btn-link" type="button" data-toggle="collapse" data-target="#collapseOne" aria-expanded="false" aria-controls="collapseOne"> |
| 🤗 COMBO |
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| <h5 style="text-align: center;">UD TAGSET</h5> |
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| <ul class="list-group list-group-light list-group-small"> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_combo_ud_herBERT_pdb" target="_blank" class="btn btn-seconday btn-lg active" > COMBO + HerBERT + PDB-UD</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_combo_ud_herBERT_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > COMBO + HerBERT + NLPrePL-fair-by-name </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_combo_ud_herBERT_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > COMBO + HerBERT + NLPrePL-fair-by-type </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_combo_ud_fasttext_pdb" target="_blank" class="btn btn-seconday btn-lg active" >COMBO + fasttext + PDB-UD </a></li> |
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| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_combo_ud_fasttext_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > COMBO + fasttext + NLPrePL-fair-by-name </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_combo_ud_fasttext_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > COMBO + fasttext + NLPrePL-fair-by-type </a></li> |
| </ul> |
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| <h5 style="text-align: center;">NKJP TAGSET</h4> |
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| <ul class="list-group list-group-light list-group-small"> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_combo_nkjp_herBERT_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > COMBO + HerBERT + NLPrePL-fair-by-name</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_combo_nkjp_herBERT_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" >COMBO + HerBERT + NLPrePL-fair-by-type </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_combo_nkjp_fasttext_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > COMBO + fasttext + NLPrePL-fair-by-name</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_combo_nkjp_fasttext_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" >COMBO + fasttext + NLPrePL-fair-by-type </a></li> |
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| <h5 class="mb-0"> |
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| 🤗 SPACY |
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| <h5 style="text-align: center;">UD TAGSET</h5> |
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| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_ud_fasttext_pdb" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + fasttext + PDB-UD</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_ud_fasttext_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" >spaCy + fasttext + NLPrePL-fair-by-name </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_ud_fasttext_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + fasttext + NLPrePL-fair-by-name </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_ud_transformer_pdb" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + transformer + PDB-UD</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_ud_transformer_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + transformer + NLPrePL-fair-by-name </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_ud_transformer_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + transformer + NLPrePL-fair-by-type </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_ud_pl-core-news-lg_pdb" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + pl-core-news-lg + PDB-UD </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_ud_pl-core-news-lg_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + pl-core-news-lg + NLPrePL-fair-by-name </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_ud_pl-core-news-lg_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + pl-core-news-lg + NLPrePL-fair-by-type </a></li> |
| </ul> |
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| <h5 style="text-align: center;">NKJP TAGSET</h5> |
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| <ul class="list-group list-group-light list-group-small"> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_nkjp_fasttext_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + fasttext + NLPrePL-fair-by-name</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_nkjp_fasttext_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + fasttext + NLPrePL-fair-by-type </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_nkjp_transformer_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + transformer + NLPrePL-fair-by-name</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_nkjp_transformer_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + transformer + NLPrePL-fair-by-type </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_nkjp_pl-core-news-lg_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + pl-core-news-lg + NLPrePL-fair-by-name</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_spacy_nkjp_pl-core-news-lg_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > spaCy + pl-core-news-lg + NLPrePL-fair-by-type </a></li> |
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| <h5 class="mb-0"> |
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| 🤗 STANZA |
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| <h5 style="text-align: center;">UD TAGSET</h5> |
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| <ul class="list-group list-group-light list-group-small"> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_stanza_ud_fasttext_pdb" target="_blank" class="btn btn-seconday btn-lg active" > Stanza + fasttext + PDB-UD</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_stanza_ud_fasttext_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" >Stanza + fasttext + NLPrePL-fair-by-name </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_stanza_ud_fasttext_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > Stanza + fasttext + NLPrePL-fair-by-type </a></li> |
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| <h5 style="text-align: center;">NKJP TAGSET</h5> |
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| <ul class="list-group list-group-light list-group-small"> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_stanza_nkjp_fasttext_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > Stanza + fasttext + NLPrePL-fair-by-name</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_stanza_nkjp_fasttext_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > Stanza + fasttext + NLPrePL-fair-by-type </a></li> |
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| 🤗 TRANKIT |
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| <h5 style="text-align: center;">UD TAGSET</h5> |
| <hr> |
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| <ul class="list-group list-group-light list-group-small"> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_trankit_ud_xlm-roberta-large_pdb" target="_blank" class="btn btn-seconday btn-lg active" > Trankit + xlm-RoBERTa-Large + PDB-UD</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_trankit_ud_xlm-roberta-large_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" >Trankit + xlm-RoBERTa-Large + NLPrePL-fair-by-name</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_trankit_ud_xlm-roberta-large_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > Trankit + xlm-RoBERTa-Large + NLPrePL-fair-by-type </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_trankit_ud_xlm-roberta-base_pdb" target="_blank" class="btn btn-seconday btn-lg active" > Trankit + xlm-RoBERTa-Base + PDB-UD </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_trankit_ud_xlm-roberta-base_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > Trankit + xlm-RoBERTa-Base + NLPrePL-fair-by-name </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_trankit_ud_xlm-roberta-base_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" > Trankit + xlm-RoBERTa-Base + NLPrePL-fair-by-type </a></li> |
| </ul> |
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| <h5 style="text-align: center;">NKJP TAGSET</h5> |
| <hr> |
| <ul class="list-group list-group-light list-group-small"> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_trankit_nkjp_xlm-roberta-large_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > Trankit + xlm-RoBERTa-Large + NLPrePL-fair-by-name</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_trankit_nkjp_xlm-roberta-large_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" >Trankit + xlm-RoBERTa-Large + NLPrePL-fair-by-type </a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_trankit_nkjp_xlm-roberta-base_nkjp-by-name" target="_blank" class="btn btn-seconday btn-lg active" > Trankit + xlm-RoBERTa-Base + NLPrePL-fair-by-name</a></li> |
| <li class="list-group-item"><a href="https://huggingface.co/ipipan/nlpre_trankit_nkjp_xlm-roberta-base_nkjp-by-type" target="_blank" class="btn btn-seconday btn-lg active" >Trankit + xlm-RoBERTa-Base + NLPrePL-fair-by-type </a></li> |
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