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--- |
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tags: |
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- summarization |
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language: |
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- en |
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license: mit |
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model-index: |
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- name: facebook/bart-large-xsum |
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results: |
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- task: |
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type: summarization |
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name: Summarization |
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dataset: |
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name: cnn_dailymail |
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type: cnn_dailymail |
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config: 3.0.0 |
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split: test |
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metrics: |
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- name: ROUGE-1 |
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type: rouge |
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value: 25.2697 |
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verified: true |
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- name: ROUGE-2 |
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type: rouge |
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value: 7.6638 |
|
verified: true |
|
- name: ROUGE-L |
|
type: rouge |
|
value: 17.1808 |
|
verified: true |
|
- name: ROUGE-LSUM |
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type: rouge |
|
value: 21.7933 |
|
verified: true |
|
- name: loss |
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type: loss |
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value: 3.5042972564697266 |
|
verified: true |
|
- name: gen_len |
|
type: gen_len |
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value: 27.4462 |
|
verified: true |
|
- task: |
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type: summarization |
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name: Summarization |
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dataset: |
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name: xsum |
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type: xsum |
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config: default |
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split: test |
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metrics: |
|
- name: ROUGE-1 |
|
type: rouge |
|
value: 45.4525 |
|
verified: true |
|
- name: ROUGE-2 |
|
type: rouge |
|
value: 22.3455 |
|
verified: true |
|
- name: ROUGE-L |
|
type: rouge |
|
value: 37.2302 |
|
verified: true |
|
- name: ROUGE-LSUM |
|
type: rouge |
|
value: 37.2323 |
|
verified: true |
|
- name: loss |
|
type: loss |
|
value: 2.3128726482391357 |
|
verified: true |
|
- name: gen_len |
|
type: gen_len |
|
value: 25.5435 |
|
verified: true |
|
--- |
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### Bart model finetuned on xsum |
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|
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docs: https://huggingface.co/transformers/model_doc/bart.html |
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|
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finetuning: examples/seq2seq/ (as of Aug 20, 2020) |
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|
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Metrics: ROUGE > 22 on xsum. |
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|
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variants: search for distilbart |
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|
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paper: https://arxiv.org/abs/1910.13461 |
