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[
{
"Method": "SOTA",
"Submitted By": "multiple",
"Github Link": "exploration-lab.github.io/IL-TUR/",
"L-NER": {"strict mF1": "48.58"},
"RR": {"mF1": "69.01"},
"CJPE": {"mF1": "81.31", "ROUGE-L": "56.00", "BLEU": "32.00"},
"BAIL": {"mF1": "81"},
"LSI": {"mF1": "28.08"},
"PCR": {"muF1@K": "39.15"},
"SUMM": {"ROUGE-L": "33.00", "BERTSCORE": "86.00"},
"L-MT": {"BLEU": "28.00", "GLEU": "32.00", "chrF++": "57.00"}
},
{
"Method": "BERT",
"Submitted By": "multiple",
"Github Link": "",
"L-NER": {"strict mF1": "39.59"},
"RR": {"mF1": "58"},
"CJPE": {"mF1": "71.14", "ROUGE-L": "-", "BLEU": "-"},
"BAIL": {"mF1": "-"},
"LSI": {"mF1": "-"},
"PCR": {"muF1@K": "18.44"},
"SUMM": {"ROUGE-L": "9.24", "BERTSCORE": "-"},
"L-MT": {"BLEU": "-", "GLEU": "-", "chrF++": "-"}
},
{
"Method": "LegalBERT",
"Submitted By": "multiple",
"Github Link": "",
"L-NER": {"strict mF1": "45.58"},
"RR": {"mF1": "54"},
"CJPE": {"mF1": "78.21", "ROUGE-L": "-", "BLEU": "-"},
"BAIL": {"mF1": "-"},
"LSI": {"mF1": "-"},
"PCR": {"muF1@K": "21.74"},
"SUMM": {"ROUGE-L": "8.67", "BERTSCORE": "-"},
"L-MT": {"BLEU": "-", "GLEU": "-", "chrF++": "-"}
},
{
"Method": "InLegalBERT",
"Submitted By": "multiple",
"Github Link": "",
"L-NER": {"strict mF1": "48.58"},
"RR": {"mF1": "58"},
"CJPE": {"mF1": "81.31", "ROUGE-L": "-", "BLEU": "-"},
"BAIL": {"mF1": "-"},
"LSI": {"mF1": "-"},
"PCR": {"muF1@K": "26.23"},
"SUMM": {"ROUGE-L": "7.57", "BERTSCORE": "-"},
"L-MT": {"BLEU": "-", "GLEU": "-", "chrF++": "-"}
},
{
"Method": "GPT-3.5 (0-shot)",
"Submitted By": "IL-TUR",
"Github Link": "",
"L-NER": {"strict mF1": "30.59"},
"RR": {"mF1": "30.95"},
"CJPE": {"mF1": "54.17", "ROUGE-L": "30.00", "BLEU": "8.00"},
"BAIL": {"mF1": "51.04"},
"LSI": {"mF1": "21.55"},
"PCR": {"muF1@K": "-"},
"SUMM": {"ROUGE-L": "21.00", "BERTSCORE": "85.00"},
"L-MT": {"BLEU": "23.00", "GLEU": "28.00", "chrF++": "42.00"}
},
{
"Method": "GPT-3.5 (1-shot)",
"Submitted By": "IL-TUR",
"Github Link": "",
"L-NER": {"strict mF1": "23.68"},
"RR": {"mF1": "30.05"},
"CJPE": {"mF1": "51.46", "ROUGE-L": "29.00", "BLEU": "15.00"},
"BAIL": {"mF1": "46.35"},
"LSI": {"mF1": "22.61"},
"PCR": {"muF1@K": "-"},
"SUMM": {"ROUGE-L": "20.00", "BERTSCORE": "84.00"},
"L-MT": {"BLEU": "25.00", "GLEU": "28.00", "chrF++": "43.00"}
},
{
"Method": "GPT-3.5 (2-shot)",
"Submitted By": "IL-TUR",
"Github Link": "",
"L-NER": {"strict mF1": "32.84"},
"RR": {"mF1": "30.31"},
"CJPE": {"mF1": "56.74", "ROUGE-L": "30.00", "BLEU": "11.00"},
"BAIL": {"mF1": "61"},
"LSI": {"mF1": "21.4"},
"PCR": {"muF1@K": "-"},
"SUMM": {"ROUGE-L": "22.00", "BERTSCORE": "84.00"},
"L-MT": {"BLEU": "26.00", "GLEU": "29.00", "chrF++": "43.00"}
},
{
"Method": "GPT-4 (0-shot)",
"Submitted By": "IL-TUR",
"Github Link": "",
"L-NER": {"strict mF1": "13.65"},
"RR": {"mF1": "37.37"},
"CJPE": {"mF1": "68.29", "ROUGE-L": "40.00", "BLEU": "14.00"},
"BAIL": {"mF1": "51.46"},
"LSI": {"mF1": "23.99"},
"PCR": {"muF1@K": "-"},
"SUMM": {"ROUGE-L": "23.00", "BERTSCORE": "85.00"},
"L-MT": {"BLEU": "33.00", "GLEU": "36.00", "chrF++": "50.00"}
},
{
"Method": "GPT-4 (1-shot)",
"Submitted By": "IL-TUR",
"Github Link": "",
"L-NER": {"strict mF1": "10.51"},
"RR": {"mF1": "37.43"},
"CJPE": {"mF1": "47.26", "ROUGE-L": "39.00", "BLEU": "16.00"},
"BAIL": {"mF1": "56.9"},
"LSI": {"mF1": "22.26"},
"PCR": {"muF1@K": "-"},
"SUMM": {"ROUGE-L": "16.00", "BERTSCORE": "81.00"},
"L-MT": {"BLEU": "35.00", "GLEU": "38.00", "chrF++": "52.00"}
},
{
"Method": "GPT-4 (2-shot)",
"Submitted By": "IL-TUR",
"Github Link": "",
"L-NER": {"strict mF1": "24.03"},
"RR": {"mF1": "38.18"},
"CJPE": {"mF1": "60.44", "ROUGE-L": "43.00", "BLEU": "18.00"},
"BAIL": {"mF1": "66.67"},
"LSI": {"mF1": "20.53"},
"PCR": {"muF1@K": "-"},
"SUMM": {"ROUGE-L": "17.00", "BERTSCORE": "81.00"},
"L-MT": {"BLEU": "36.00", "GLEU": "39.00", "chrF++": "53.00"}
}
]
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