wehub-resource-sync
35 lines
1.4 KiB
Python
35 lines
1.4 KiB
Python
# Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import unittest
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from paddlenlp.metrics import Rouge1, RougeL
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class TestRouge(unittest.TestCase):
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def test_rogue1(self):
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rouge1 = Rouge1()
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rouge1.reset()
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cand = ["The", "cat", "The", "cat", "on", "the", "mat"]
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ref_list = [["The", "cat", "is", "on", "the", "mat"], ["There", "is", "a", "cat", "on", "the", "mat"]]
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self.assertEqual(rouge1.score(cand, ref_list), 0.07692307692307693)
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def test_roguel(self):
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rougel = RougeL()
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rougel.reset()
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cand = ["The", "cat", "The", "cat", "on", "the", "mat"]
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ref_list = [["The", "cat", "is", "on", "the", "mat"], ["There", "is", "a", "cat", "on", "the", "mat"]]
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rougel.add_inst(cand, ref_list)
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self.assertEqual(rougel.score(), 0.7800511508951408)
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