metadata
language:
- en
license: mit
tags:
- summarization
model-index:
- name: facebook/bart-large-xsum
results:
- task:
type: summarization
name: Summarization
dataset:
name: cnn_dailymail
type: cnn_dailymail
config: 3.0.0
split: test
metrics:
- type: rouge
value: 25.2697
name: ROUGE-1
verified: true
- type: rouge
value: 7.6638
name: ROUGE-2
verified: true
- type: rouge
value: 17.1808
name: ROUGE-L
verified: true
- type: rouge
value: 21.7933
name: ROUGE-LSUM
verified: true
- type: loss
value: 3.5042972564697266
name: loss
verified: true
- type: gen_len
value: 27.4462
name: gen_len
verified: true
- task:
type: summarization
name: Summarization
dataset:
name: xsum
type: xsum
config: default
split: test
metrics:
- type: rouge
value: 45.4419
name: ROUGE-1
verified: true
verifyToken: >-
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- type: rouge
value: 22.3723
name: ROUGE-2
verified: true
verifyToken: >-
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- type: rouge
value: 37.2229
name: ROUGE-L
verified: true
verifyToken: >-
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- type: rouge
value: 37.2239
name: ROUGE-LSUM
verified: true
verifyToken: >-
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- type: loss
value: 2.3128323554992676
name: loss
verified: true
verifyToken: >-
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- type: gen_len
value: 25.5435
name: gen_len
verified: true
verifyToken: >-
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- task:
type: summarization
name: Summarization
dataset:
name: samsum
type: samsum
config: samsum
split: train
metrics:
- type: rouge
value: 24.7852
name: ROUGE-1
verified: true
- type: rouge
value: 5.2533
name: ROUGE-2
verified: true
- type: rouge
value: 18.6792
name: ROUGE-L
verified: true
- type: rouge
value: 20.629
name: ROUGE-LSUM
verified: true
- type: loss
value: 3.746837854385376
name: loss
verified: true
- type: gen_len
value: 23.1206
name: gen_len
verified: true
- task:
type: summarization
name: Summarization
dataset:
name: samsum
type: samsum
config: samsum
split: test
metrics:
- type: rouge
value: 24.9158
name: ROUGE-1
verified: true
- type: rouge
value: 5.5837
name: ROUGE-2
verified: true
- type: rouge
value: 18.8935
name: ROUGE-L
verified: true
- type: rouge
value: 20.76
name: ROUGE-LSUM
verified: true
- type: loss
value: 3.775235891342163
name: loss
verified: true
- type: gen_len
value: 23.0928
name: gen_len
verified: true
Bart model finetuned on xsum
docs: https://huggingface.co/transformers/model_doc/bart.html
finetuning: examples/seq2seq/ (as of Aug 20, 2020)
Metrics: ROUGE > 22 on xsum.
variants: search for distilbart