-
### Issue Description
Hello,
I am trying to generate an explanation of abstractive text summarization output for a long piece of text input. I have been using various transformers models e.g. Big…
SVC04 updated
8 months ago
-
> Wan, David, and Mohit Bansal. 2022. “FactPEGASUS: Factuality-Aware Pre-Training and Fine-Tuning for Abstractive Summarization.” arXiv [cs.CL]. arXiv. http://arxiv.org/abs/2205.07830.
## 解決したい課題
…
-
## ざっくり言うと
- documentから重要なsentenceを選ぶタスクにBERTを適用 ---> SOTA
- 文書要約タスクに合わせてBERTのモデルに変更を加えている
- extractive summarization
#### キーワード
- NLP
- document summarization
- extractive summarization
- Tra…
-
### Author Pages
https://aclanthology.org/people/y/yifan-wang/
### Type of Author Metadata Correction
- [X] The author page wrongly conflates different people with the same name.
- [ ] This author …
-
## 0. 論文
[A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss](https://arxiv.org/abs/1805.06266v1)
Wan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee, Kerui Min, Jing Tang,…
-
https://virtual2023.aclweb.org/paper_P2232.html
-
# title
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss
# notes
用抽取式摘要辅助生成式摘要,最终给出生成式摘要的结果,打过了sota。
主要贡献点在于提出了一个inconsistency loss,用来衡量句子维度注意力和词维度注意力的不一致性。然…
-
https://aclanthology.org/2020.emnlp-main.750/
-
As you suggest, this could be a useful visualisation to include in the demo if there is some way to do so, or something similar.
https://shap.readthedocs.io/en/latest/example_notebooks/text_example…
-
Currently i am thinking of using pegasus for abstractive summarization for a personal project. I am planning to make a gui where a user can input the number of lines of summary desired. Is there any w…