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--- |
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widget: |
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- text: "mammal is to whale what" |
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example_title: "Analogy Example 1 (semantic relation)" |
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- text: "wedding is to marriage what " |
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example_title: "Analogy Example 2 (semantic relation, metaphor)" |
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- text: "London is to U.K. what" |
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example_title: "Analogy Example 3 (entity)" |
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- text: "actual is to actually what" |
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example_title: "Analogy Example 4 (morphological)" |
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--- |
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# relbert/opt-350m-analogy |
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This is [facebook/opt-350m](https://huggingface.co/facebook/opt-350m) fine-tuned on [relbert/semeval2012_relational_similarity](https://huggingface.co/datasets/relbert/semeval2012_relational_similarity) |
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for analogy generation, which is to generate a word pair (eg. `bird is to crow`) given a query (eg. `mammal is to whale`) |
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so that the query and the generated word pair form an analogy statement. |
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### Usage |
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```python |
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from transformers import pipeline |
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pipe = pipeline('text-generation', model="relbert/opt-350m-analogy") |
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output = pipe("mammal is to whale what") |
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``` |
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