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## 概要
ファクト抽出(OpenIEや構文解析)を用いて，元テキストへの忠実性を考慮する生成型の要約モデルを提案．元テキストからファクトを抽出して要約生成に活用することで，ニューラル生成要約モデルにありがちな嘘情報を含んでしまう問題点の解消に取り組んでいる．
提案法で嘘情報を含む要約の出現率を27%から6%に削減．
## 著者
Ziqiang Cao, Furu Wei, Wenjie…
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### 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 …
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### Description
Tried using the abstractive_summarization_bertsumabs_cnndm notebook after installing the env based on the instructions, but the part where the predictions on the test data is perfor…
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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…
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In your paper "On Faithfulness and Factuality in Abstractive Summarization":
> Factual hallucinations may be composed of intrinsic hallucinations or extrinsic hallucinations.
I cannot understand…
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> 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
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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…
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### 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
10 months ago
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I have explored the possibility of using the [DeltaLM](https://github.com/microsoft/unilm/tree/master/deltalm) model in performing multilingual abstractive summarization. The [paper](https://arxiv.org…
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https://virtual2023.aclweb.org/paper_P2232.html