Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency

7 September 2022

Papers citing "Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency"

15 / 15 papers shown

Title
ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries Kishan Maharaj Vitobha Munigala Srikanth G. Tamilselvam Prince Kumar Sayandeep Sen Palani Kodeswaran Abhijit Mishra Pushpak Bhattacharyya HILM 31 0 0 17 Oct 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 35 16 0 17 Jun 2024
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres Jessica Lin Amir Zeldes 33 4 0 31 Jan 2024
Evaluation of Faithfulness Using the Longest Supported Subsequence Anirudh Mittal Timo Schick Mikel Artetxe Jane Dwivedi-Yu ALM 19 0 0 23 Aug 2023
GUMSum: Multi-Genre Data and Evaluation for English Abstractive Summarization Yang Janet Liu Amir Zeldes ELM 15 2 0 20 Jun 2023
Neural Natural Language Processing for Long Texts: A Survey on Classification and Summarization Dimitrios Tsirmpas Ioannis Gkionis Georgios Th. Papadopoulos Ioannis Mademlis AILaw AI4TS AI4CE 26 17 0 25 May 2023
Counterfactual Debiasing for Generating Factually Consistent Text Summaries Chenhe Dong Yuexiang Xie Yaliang Li Ying Shen CML HILM 24 0 0 18 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 28 2 0 11 May 2023
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization C. Cheang Hou Pong Chan Derek F. Wong Xuebo Liu Zhao Li Yanming Sun Shudong Liu Lidia S. Chao 192 6 0 03 May 2023
Faithfulness-Aware Decoding Strategies for Abstractive Summarization David Wan Mengwen Liu Kathleen McKeown Markus Dreyer Mohit Bansal HILM 111 32 0 06 Mar 2023
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Wen Xiao Iz Beltagy Giuseppe Carenini Arman Cohan CVBM 79 114 0 16 Oct 2021
BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models Yi Liu Guoan Zhang Puning Yu Jianlin Su Shengfeng Pan BDL SyDa 18 5 0 26 Sep 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
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 211 138 0 08 Dec 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 256 1,431 0 22 Aug 2019