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Checklist tests (#255)
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* checklist tests

* Update CHANGELOG.md
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AkshitaB authored Apr 25, 2021
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6 changes: 6 additions & 0 deletions CHANGELOG.md
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Expand Up @@ -5,6 +5,12 @@ All notable changes to this project will be documented in this file.
The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).

## Unreleased

### Added

- Added tests for checklist suites for SQuAD-style reading comprehension models (`bidaf`), and textual entailment models (`decomposable_attention` and `esim`).


## [v2.4.0](https://github.com/allenai/allennlp-models/releases/tag/v2.4.0) - 2021-04-22

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import pytest
from allennlp.sanity_checks.task_checklists.textual_entailment_suite import TextualEntailmentSuite
from allennlp.common.testing import AllenNlpTestCase
from allennlp.models.archival import load_archive
from allennlp.predictors import Predictor

from allennlp_models.pair_classification.predictors import * # noqa: F403
from tests import FIXTURES_ROOT


class TestTextualEntailmentSuite(AllenNlpTestCase):
@pytest.mark.parametrize(
"model",
[
"decomposable_attention",
"esim",
],
)
def test_run(self, model: str):

archive = load_archive(
FIXTURES_ROOT / "pair_classification" / model / "serialization" / "model.tar.gz"
)
predictor = Predictor.from_archive(archive)

data = [
("Alice and Bob are friends.", "Alice is Bob's friend."),
("The park had children playing", "The park was empty."),
]

suite = TextualEntailmentSuite(probs_key="label_probs", add_default_tests=True, data=data)
suite.run(predictor, max_examples=10)
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27 changes: 27 additions & 0 deletions tests/rc/task_checklists/question_answering_suite_test.py
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import pytest
from allennlp.sanity_checks.task_checklists.question_answering_suite import QuestionAnsweringSuite
from allennlp.common.testing import AllenNlpTestCase
from allennlp.models.archival import load_archive
from allennlp.predictors import Predictor

from allennlp_models.rc.predictors import * # noqa: F403
from tests import FIXTURES_ROOT


class TestQuestionAnsweringSuite(AllenNlpTestCase):
@pytest.mark.parametrize(
"model",
[
"bidaf",
],
)
def test_run(self, model: str):
archive = load_archive(FIXTURES_ROOT / "rc" / model / "serialization" / "model.tar.gz")
predictor = Predictor.from_archive(archive)

data = [
("Alice is taller than Bob.", "Who is taller?"),
("Children were playing in the park.", "Was the park empty?"),
]
suite = QuestionAnsweringSuite(context_key="passage", add_default_tests=True, data=data)
suite.run(predictor, max_examples=10)

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