| from __future__ import annotations |
|
|
| from mteb.abstasks.AbsTaskPairClassification import AbsTaskPairClassification |
| from mteb.abstasks.TaskMetadata import TaskMetadata |
|
|
|
|
| class Assin2RTE(AbsTaskPairClassification): |
| metadata = TaskMetadata( |
| name="Assin2RTE", |
| dataset={ |
| "path": "nilc-nlp/assin2", |
| "revision": "0ff9c86779e06855536d8775ce5550550e1e5a2d", |
| }, |
| description="Recognizing Textual Entailment part of the ASSIN 2, an evaluation shared task collocated with STIL 2019.", |
| reference="https://link.springer.com/chapter/10.1007/978-3-030-41505-1_39", |
| type="PairClassification", |
| category="s2s", |
| eval_splits=["test"], |
| eval_langs=["por-Latn"], |
| main_score="ap", |
| date=("2019-01-01", "2019-09-16"), |
| form=["written"], |
| domains=[], |
| task_subtypes=["Textual Entailment"], |
| license="Not specified", |
| socioeconomic_status="mixed", |
| annotations_creators="human-annotated", |
| dialect=[], |
| text_creation="found", |
| bibtex_citation="""@inproceedings{real2020assin, |
| title={The assin 2 shared task: a quick overview}, |
| author={Real, Livy and Fonseca, Erick and Oliveira, Hugo Goncalo}, |
| booktitle={International Conference on Computational Processing of the Portuguese Language}, |
| pages={406--412}, |
| year={2020}, |
| organization={Springer} |
| }""", |
| n_samples={"test": 2448}, |
| avg_character_length={"test": 53.55}, |
| ) |
|
|
| def dataset_transform(self): |
| _dataset = {} |
| self.dataset = self.stratified_subsampling( |
| self.dataset, |
| seed=self.seed, |
| splits=self.metadata.eval_splits, |
| label="entailment_judgment", |
| ) |
| for split in self.metadata.eval_splits: |
| _dataset[split] = [ |
| { |
| "sent1": self.dataset[split]["premise"], |
| "sent2": self.dataset[split]["hypothesis"], |
| "labels": self.dataset[split]["entailment_judgment"], |
| } |
| ] |
| self.dataset = _dataset |
|
|
