Flexible and Adaptable Summarization via Expertise Separation

Author:

Chen Xiuying1ORCID,Li Mingzhe2ORCID,Gao Shen3ORCID,Cheng Xin4ORCID,Zhu Qingqing4ORCID,Yan Rui5ORCID,Gao Xin6ORCID,Zhang Xiangliang7ORCID

Affiliation:

1. CBRC, KAUST & MBZUAI, Jeddah, Saudi Arabia

2. Ant Group, Beijing, China

3. Shandong University, Qingdao, China

4. Peking University, Beijing, China

5. Renmin University of China, Beijing, China

6. CBRC, CEMSE, KAUST, Jeddah, Saudi Arabia

7. University of Notre Dame & KAUST, South Bend, IN, USA

Funder

King Abdullah University of Science and Technology (KAUST)

Publisher

ACM

Reference54 articles.

1. Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al. 2020. Language models are few-shot learners. Proc. of NeurIPS (2020).

2. Xiuying Chen Mingzhe Li Xin Gao and Xiangliang Zhang. 2023. Towards Improving Faithfulness in Abstractive Summarization. In Advances in Neural Information Processing Systems.

3. SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization

4. Decouple knowledge from paramters for plug-and-play language modeling

5. A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

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