Title
Entity-level Factual Consistency of Abstractive Text SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Feng Nan Ramesh Nallapati Zhiguo Wang Cicero Nogueira dos Santos Henghui Zhu Dejiao Zhang Kathleen McKeown Bing Xiang HILM 248 172 0 18 Feb 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric ViewAAAI Conference on Artificial Intelligence (AAAI), 2021 Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 211 36 0 17 Feb 2021
Toward Improving Coherence and Diversity of Slogan Generation Yiping Jin Akshay Bhatia Dittaya Wanvarie Phu T. V. Le 81 5 0 11 Feb 2021
Controlling Hallucinations at Word Level in Data-to-Text GenerationData mining and knowledge discovery (DMKD), 2021 Clément Rebuffel Marco Roberti Laure Soulier Geoffrey Scoutheeten R. Cancelliere Patrick Gallinari 124 72 0 04 Feb 2021
Measuring and Improving Consistency in Pretrained Language ModelsTransactions of the Association for Computational Linguistics (TACL), 2021 Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 518 416 0 01 Feb 2021
Is human scoring the best criteria for summary evaluation?Findings (Findings), 2020 Oleg V. Vasilyev John Bohannon 80 11 0 29 Dec 2020
FFCI: A Framework for Interpretable Automatic Evaluation of SummarizationJournal of Artificial Intelligence Research (JAIR), 2020 Fajri Koto Timothy Baldwin Jey Han Lau HILM 163 40 0 27 Nov 2020
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 227 218 0 05 Nov 2020
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data AugmentationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Alexander R. Fabbri Simeng Han Haoyuan Li Haoran Li Marjan Ghazvininejad Shafiq Joty Dragomir R. Radev Yashar Mehdad 282 99 0 24 Oct 2020
GO FIGURE: A Meta Evaluation of Factuality in SummarizationFindings (Findings), 2020 Saadia Gabriel Asli Celikyilmaz Rahul Jha Yejin Choi Jianfeng Gao HILM 412 102 0 24 Oct 2020
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation Yuning Mao Xiang Ren Heng Ji Jiawei Han HILM 250 40 0 24 Oct 2020
PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text GenerationInternational Conference on Natural Language Generation (INLG), 2020 Clément Rebuffel Laure Soulier Geoffrey Scoutheeten Patrick Gallinari 132 9 0 21 Oct 2020
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 333 182 0 20 Oct 2020
GSum: A General Framework for Guided Neural Abstractive Summarization Zi-Yi Dou Pengfei Liu Hiroaki Hayashi Zhengbao Jiang Graham Neubig 157 271 0 15 Oct 2020
Compressive Summarization with Plausibility and Salience Modeling Shrey Desai Jiacheng Xu Greg Durrett 94 18 0 15 Oct 2020
Understanding Neural Abstractive Summarization Models via Uncertainty Jiacheng Xu Shrey Desai Greg Durrett UQLM 126 51 0 15 Oct 2020
Neural Deepfake Detection with Factual Structure of Text Wanjun Zhong Duyu Tang Zenan Xu Ruize Wang Nan Duan M. Zhou Jiahai Wang Jian Yin 112 70 0 15 Oct 2020
Sensitivity of BLANC to human-scored qualities of text summaries Oleg V. Vasilyev Vedant Dharnidharka Nicholas Egan Charlene Chambliss John Bohannon 90 7 0 13 Oct 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization SystemsFindings (Findings), 2020 Yiran Chen Pengfei Liu Ming Zhong Zi-Yi Dou Danqing Wang Xipeng Qiu Xuanjing Huang ELM 130 25 0 11 Oct 2020
Program Enhanced Fact Verification with Verbalization and Graph Attention Network Xiaoyu Yang Feng Nie Yufei Feng Quan Liu Zhigang Chen Xiao-Dan Zhu 265 55 0 06 Oct 2020
Multi-Fact Correction in Abstractive Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Yue Dong Shuohang Wang Zhe Gan Yu Cheng Jackie C.K. Cheung Jingjing Liu KELM HILM 180 124 0 06 Oct 2020
Reading Comprehension as Natural Language Inference: A Semantic Analysis Anshuman Mishra Dhruvesh Patel Aparna Vijayakumar Xiang Li Pavan Kapanipathi Kartik Talamadupula 82 8 0 04 Oct 2020
Reducing Quantity Hallucinations in Abstractive Summarization Zheng Zhao Shay B. Cohen Bonnie Webber HILM 116 39 0 28 Sep 2020
Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks Anshuman Mishra Dhruvesh Patel Aparna Vijayakumar Xiang Li Pavan Kapanipathi Kartik Talamadupula RALM 172 7 0 18 Sep 2020
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local StructuresFindings (Findings), 2020 Anirudh Joshi Namit Katariya X. Amatriain Anitha Kannan MedIm 119 96 0 18 Sep 2020
SummEval: Re-evaluating Summarization EvaluationTransactions of the Association for Computational Linguistics (TACL), 2020 Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 324 809 0 24 Jul 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 248 411 0 26 Jun 2020
Cascaded Text Generation with Markov TransformersNeural Information Processing Systems (NeurIPS), 2020 Yuntian Deng Alexander M. Rush 86 15 0 01 Jun 2020
Adversarial NLI for Factual Correctness in Text Summarisation Models Mario Barrantes Benedikt Herudek Richard Wang 63 17 0 24 May 2020
Improving Truthfulness of Headline GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Kazuki Matsumaru Sho Takase Naoaki Okazaki HILM 120 49 0 02 May 2020
On Faithfulness and Factuality in Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 183 1,191 0 02 May 2020
Discourse-Aware Unsupervised Summarization of Long Scientific Documents Yue Dong Andrei Mircea Jackie C.K. Cheung 130 8 0 01 May 2020
MLSUM: The Multilingual Summarization CorpusConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 160 188 0 30 Apr 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module NetworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Wanjun Zhong Duyu Tang Zhangyin Feng Nan Duan Ming Zhou Ming Gong Linjun Shou Daxin Jiang Jiahai Wang Jian Yin GNN 171 59 0 28 Apr 2020
Logical Natural Language Generation from Open-Domain Tables Wenhu Chen Jianshu Chen Yunde Su Zhiyu Zoey Chen William Yang Wang LMTD 161 168 0 22 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of SummariesAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 229 518 0 08 Apr 2020
Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic FidelityInternational Conference on Computational Linguistics (COLING), 2020 Hamza Harkous Isabel Groves Amir Saffari 122 91 0 08 Apr 2020
Enhancing Factual Consistency of Abstractive Summarization Chenguang Zhu William Fu-Hinthorn Ruochen Xu Qingkai Zeng Michael Zeng Xuedong Huang Meng Jiang HILM KELM 409 43 0 19 Mar 2020
Discriminative Adversarial Search for Abstractive SummarizationInternational Conference on Machine Learning (ICML), 2020 Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 183 37 0 24 Feb 2020
Fill in the BLANC: Human-free quality estimation of document summaries Oleg V. Vasilyev Vedant Dharnidharka John Bohannon 3DH 201 125 0 23 Feb 2020
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Yuhao Zhang Derek Merck E. Tsai Christopher D. Manning C. Langlotz MedIm HILM 296 198 0 06 Nov 2019

1 2 3...10 8 9

Home
Papers
1910.12840
Cited By

Evaluating the Factual Consistency of Abstractive Text Summarization

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019

28 October 2019

Papers citing "Evaluating the Factual Consistency of Abstractive Text Summarization"

41 / 491 papers shown

Title
Entity-level Factual Consistency of Abstractive Text SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Feng Nan Ramesh Nallapati Zhiguo Wang Cicero Nogueira dos Santos Henghui Zhu Dejiao Zhang Kathleen McKeown Bing Xiang HILM 248 172 0 18 Feb 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric ViewAAAI Conference on Artificial Intelligence (AAAI), 2021 Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 211 36 0 17 Feb 2021
Toward Improving Coherence and Diversity of Slogan Generation Yiping Jin Akshay Bhatia Dittaya Wanvarie Phu T. V. Le 81 5 0 11 Feb 2021
Controlling Hallucinations at Word Level in Data-to-Text GenerationData mining and knowledge discovery (DMKD), 2021 Clément Rebuffel Marco Roberti Laure Soulier Geoffrey Scoutheeten R. Cancelliere Patrick Gallinari 124 72 0 04 Feb 2021
Measuring and Improving Consistency in Pretrained Language ModelsTransactions of the Association for Computational Linguistics (TACL), 2021 Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 518 416 0 01 Feb 2021
Is human scoring the best criteria for summary evaluation?Findings (Findings), 2020 Oleg V. Vasilyev John Bohannon 80 11 0 29 Dec 2020
FFCI: A Framework for Interpretable Automatic Evaluation of SummarizationJournal of Artificial Intelligence Research (JAIR), 2020 Fajri Koto Timothy Baldwin Jey Han Lau HILM 163 40 0 27 Nov 2020
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 227 218 0 05 Nov 2020
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data AugmentationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Alexander R. Fabbri Simeng Han Haoyuan Li Haoran Li Marjan Ghazvininejad Shafiq Joty Dragomir R. Radev Yashar Mehdad 282 99 0 24 Oct 2020
GO FIGURE: A Meta Evaluation of Factuality in SummarizationFindings (Findings), 2020 Saadia Gabriel Asli Celikyilmaz Rahul Jha Yejin Choi Jianfeng Gao HILM 412 102 0 24 Oct 2020
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation Yuning Mao Xiang Ren Heng Ji Jiawei Han HILM 250 40 0 24 Oct 2020
PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text GenerationInternational Conference on Natural Language Generation (INLG), 2020 Clément Rebuffel Laure Soulier Geoffrey Scoutheeten Patrick Gallinari 132 9 0 21 Oct 2020
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 333 182 0 20 Oct 2020
GSum: A General Framework for Guided Neural Abstractive Summarization Zi-Yi Dou Pengfei Liu Hiroaki Hayashi Zhengbao Jiang Graham Neubig 157 271 0 15 Oct 2020
Compressive Summarization with Plausibility and Salience Modeling Shrey Desai Jiacheng Xu Greg Durrett 94 18 0 15 Oct 2020
Understanding Neural Abstractive Summarization Models via Uncertainty Jiacheng Xu Shrey Desai Greg Durrett UQLM 126 51 0 15 Oct 2020
Neural Deepfake Detection with Factual Structure of Text Wanjun Zhong Duyu Tang Zenan Xu Ruize Wang Nan Duan M. Zhou Jiahai Wang Jian Yin 112 70 0 15 Oct 2020
Sensitivity of BLANC to human-scored qualities of text summaries Oleg V. Vasilyev Vedant Dharnidharka Nicholas Egan Charlene Chambliss John Bohannon 90 7 0 13 Oct 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization SystemsFindings (Findings), 2020 Yiran Chen Pengfei Liu Ming Zhong Zi-Yi Dou Danqing Wang Xipeng Qiu Xuanjing Huang ELM 130 25 0 11 Oct 2020
Program Enhanced Fact Verification with Verbalization and Graph Attention Network Xiaoyu Yang Feng Nie Yufei Feng Quan Liu Zhigang Chen Xiao-Dan Zhu 265 55 0 06 Oct 2020
Multi-Fact Correction in Abstractive Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Yue Dong Shuohang Wang Zhe Gan Yu Cheng Jackie C.K. Cheung Jingjing Liu KELM HILM 180 124 0 06 Oct 2020
Reading Comprehension as Natural Language Inference: A Semantic Analysis Anshuman Mishra Dhruvesh Patel Aparna Vijayakumar Xiang Li Pavan Kapanipathi Kartik Talamadupula 82 8 0 04 Oct 2020
Reducing Quantity Hallucinations in Abstractive Summarization Zheng Zhao Shay B. Cohen Bonnie Webber HILM 116 39 0 28 Sep 2020
Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks Anshuman Mishra Dhruvesh Patel Aparna Vijayakumar Xiang Li Pavan Kapanipathi Kartik Talamadupula RALM 172 7 0 18 Sep 2020
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local StructuresFindings (Findings), 2020 Anirudh Joshi Namit Katariya X. Amatriain Anitha Kannan MedIm 119 96 0 18 Sep 2020
SummEval: Re-evaluating Summarization EvaluationTransactions of the Association for Computational Linguistics (TACL), 2020 Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 324 809 0 24 Jul 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 248 411 0 26 Jun 2020
Cascaded Text Generation with Markov TransformersNeural Information Processing Systems (NeurIPS), 2020 Yuntian Deng Alexander M. Rush 86 15 0 01 Jun 2020
Adversarial NLI for Factual Correctness in Text Summarisation Models Mario Barrantes Benedikt Herudek Richard Wang 63 17 0 24 May 2020
Improving Truthfulness of Headline GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Kazuki Matsumaru Sho Takase Naoaki Okazaki HILM 120 49 0 02 May 2020
On Faithfulness and Factuality in Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 183 1,191 0 02 May 2020
Discourse-Aware Unsupervised Summarization of Long Scientific Documents Yue Dong Andrei Mircea Jackie C.K. Cheung 130 8 0 01 May 2020
MLSUM: The Multilingual Summarization CorpusConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 160 188 0 30 Apr 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module NetworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Wanjun Zhong Duyu Tang Zhangyin Feng Nan Duan Ming Zhou Ming Gong Linjun Shou Daxin Jiang Jiahai Wang Jian Yin GNN 171 59 0 28 Apr 2020
Logical Natural Language Generation from Open-Domain Tables Wenhu Chen Jianshu Chen Yunde Su Zhiyu Zoey Chen William Yang Wang LMTD 161 168 0 22 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of SummariesAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 229 518 0 08 Apr 2020
Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic FidelityInternational Conference on Computational Linguistics (COLING), 2020 Hamza Harkous Isabel Groves Amir Saffari 122 91 0 08 Apr 2020
Enhancing Factual Consistency of Abstractive Summarization Chenguang Zhu William Fu-Hinthorn Ruochen Xu Qingkai Zeng Michael Zeng Xuedong Huang Meng Jiang HILM KELM 409 43 0 19 Mar 2020
Discriminative Adversarial Search for Abstractive SummarizationInternational Conference on Machine Learning (ICML), 2020 Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 183 37 0 24 Feb 2020
Fill in the BLANC: Human-free quality estimation of document summaries Oleg V. Vasilyev Vedant Dharnidharka John Bohannon 3DH 201 125 0 23 Feb 2020
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Yuhao Zhang Derek Merck E. Tsai Christopher D. Manning C. Langlotz MedIm HILM 296 198 0 06 Nov 2019

1 2 3...10 8 9