Constrained Abstractive Summarization: Preserving Factual Consistency
with Constrained Generation

Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation

24 October 2020

Xiang Ren

Heng Ji

Papers citing "Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation"

13 / 13 papers shown

Title
Named Entity Inclusion in Abstractive Text Summarization S. Berezin Tatiana Batura 36 7 0 05 Jul 2023
Mutual Information Alleviates Hallucinations in Abstractive Summarization Liam van der Poel Ryan Cotterell Clara Meister HILM 11 56 0 24 Oct 2022
Mitigating Covertly Unsafe Text within Natural Language Systems Alex Mei Anisha Kabir Sharon Levy Melanie Subbiah Emily Allaway J. Judge D. Patton Bruce Bimber Kathleen McKeown William Yang Wang 50 13 0 17 Oct 2022
Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning Zhuoxuan Jiang Lingfeng Qiao Di Yin Shanshan Feng Bo Ren SyDa 30 2 0 10 Oct 2022
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization Yue Dong John Wieting Pat Verga HILM 21 24 0 28 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 25 14 0 06 Apr 2022
Controlling the Focus of Pretrained Language Generation Models Jiabao Ji Yoon Kim James R. Glass Tianxing He 30 5 0 02 Mar 2022
The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Yi-Chong Huang Xiachong Feng Xiaocheng Feng Bing Qin HILM 133 104 0 30 Apr 2021
Annotating and Modeling Fine-grained Factuality in Summarization Tanya Goyal Greg Durrett HILM 13 153 0 09 Apr 2021
Entity-level Factual Consistency of Abstractive Text Summarization Feng Nan Ramesh Nallapati Zhiguo Wang Cicero Nogueira dos Santos Henghui Zhu Dejiao Zhang Kathleen McKeown Bing Xiang HILM 142 157 0 18 Feb 2021
Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen RALM 28 238 0 17 Sep 2020
Enhancing Factual Consistency of Abstractive Summarization Chenguang Zhu William Fu-Hinthorn Ruochen Xu Qingkai Zeng Michael Zeng Xuedong Huang Meng-Long Jiang HILM KELM 187 40 0 19 Mar 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,431 0 22 Aug 2019