File size: 1,020 Bytes
41e192d 7421ec4 b9743ab |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 |
---
tags:
- summarization
language:
- en
license: mit
model-index:
- name: facebook/bart-large-xsum
results:
- task:
type: summarization
name: Summarization
dataset:
name: xsum
type: xsum
config: default
split: test
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
---
### 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
paper: https://arxiv.org/abs/1910.13461 |