Faithful to the Original: Fact Aware Neural Abstractive Summarization

13 November 2017

Sujian Li

Papers citing "Faithful to the Original: Fact Aware Neural Abstractive Summarization"

50 / 62 papers shown

Title
Stick to Facts: Towards Fidelity-oriented Product Description Generation Zhangming Chan Xiuying Chen Yongliang Wang J. Li Zhiqiang Zhang Kun Gai Dongyan Zhao Rui Yan 69 23 0 11 Mar 2025
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion Huiguo He Huan Yang Zixi Tuo Yuan Zhou Qiuyue Wang Yuhang Zhang Zeyu Liu Wenhao Huang Hongyang Chao Jian Yin DiffM VGen 59 12 0 17 Jul 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 79 0 05 Mar 2024
GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence Kundan Krishna S. Ramprasad Prakhar Gupta Byron C. Wallace Zachary Chase Lipton Jeffrey P. Bigham HILM KELM SyDa 52 9 0 19 Feb 2024
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation Wei-Lin Chen Cheng-Kuang Wu Hsin-Hsi Chen Chung-Chi Chen HILM 18 6 0 23 Oct 2023
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs Yatin Nandwani Vineet Kumar Dinesh Raghu Sachindra Joshi Luis A. Lastras 22 6 0 20 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
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization Griffin Adams Bichlien H. Nguyen Jake A. Smith Yingce Xia Shufang Xie Anna Ostropolets Budhaditya Deb Yuan Chen Tristan Naumann Noémie Elhadad 24 8 0 12 May 2023
A Method to Automate the Discharge Summary Hospital Course for Neurology Patients Vince C. Hartman Sanika S. Bapat M. Weiner B. Navi E. Sholle T. Campion 32 18 0 10 May 2023
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment Yang Liu Dan Iter Yichong Xu Shuohang Wang Ruochen Xu Chenguang Zhu ELM ALM LM&MA 36 1,072 0 29 Mar 2023
Contrastive Error Attribution for Finetuned Language Models Faisal Ladhak Esin Durmus Tatsunori Hashimoto HILM 25 9 0 21 Dec 2022
Evaluating Human-Language Model Interaction Mina Lee Megha Srivastava Amelia Hardy John Thickstun Esin Durmus ... Hancheng Cao Tony Lee Rishi Bommasani Michael S. Bernstein Percy Liang LM&MA ALM 56 98 0 19 Dec 2022
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing Jiangjie Chen Rui Xu Wenyuan Zeng Changzhi Sun Lei Li Yanghua Xiao KELM 38 9 0 22 Nov 2022
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications Kevin Pei Ishan Jindal Kevin Chen-Chuan Chang Chengxiang Zhai Yunyao Li 32 7 0 15 Nov 2022
FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Ziqiang Cao Sujian Li Hua-Hong Wu HILM 19 10 0 01 Nov 2022
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model Nico Daheim David Thulke Christian Dugast Hermann Ney HILM 19 4 0 31 Oct 2022
How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh Jiaxin Ju He Zhang Ming Liu Shirui Pan HILM 23 39 0 30 Oct 2022
Evaluating Parameter Efficient Learning for Generation Peng-Tao Xu M. Patwary Shrimai Prabhumoye Virginia Adams R. Prenger Wei Ping Nayeon Lee M. Shoeybi Bryan Catanzaro MoE 27 3 0 25 Oct 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Sujian Li Yajuan Lyu 31 3 0 22 Oct 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation Ming Zhong Yang Liu Da Yin Yuning Mao Yizhu Jiao Peng Liu Chenguang Zhu Heng Ji Jiawei Han ELM 39 253 0 13 Oct 2022
Just ClozE! A Novel Framework for Evaluating the Factual Consistency Faster in Abstractive Summarization Yiyang Li Lei Li Marina Litvak N. Vanetik Dingxing Hu Yuze Li Yanquan Zhou HILM 32 0 0 06 Oct 2022
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Swarnadeep Saha Shiyue Zhang Peter Hase Mohit Bansal 26 19 0 21 Sep 2022
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency Wen Xiao Giuseppe Carenini HILM 26 16 0 07 Sep 2022
Abstractive Meeting Summarization: A Survey Virgile Rennard Guokan Shang Julie Hunter Michalis Vazirgiannis 32 15 0 08 Aug 2022
SETSum: Summarization and Visualization of Student Evaluations of Teaching Yinuo Hu Shiyue Zhang Viji Sathy A. Panter Mohit Bansal 20 4 0 08 Jul 2022
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control Haopeng Zhang Semih Yavuz Wojciech Kry'sciñski Kazuma Hashimoto Yingbo Zhou HILM 30 34 0 05 Jul 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 73 122 0 03 Jul 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
Descartes: Generating Short Descriptions of Wikipedia Articles Marija Sakota Maxime Peyrard Robert West VLM 18 2 0 20 May 2022
Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking Hwanhee Lee Kang Min Yoo Joonsuk Park Hwaran Lee Kyomin Jung HILM 13 10 0 04 May 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 18 24 0 28 Apr 2022
Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization Georgios Katsimpras G. Paliouras 11 5 0 01 Apr 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 47 2,234 0 08 Feb 2022
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning Xiangru Tang Arjun Nair Borui Wang Bingyao Wang Jai Desai Aaron Wade Haoran Li Asli Celikyilmaz Yashar Mehdad Dragomir R. Radev HILM 17 62 0 16 Dec 2021
TODSum: Task-Oriented Dialogue Summarization with State Tracking Lulu Zhao Fujia Zheng Keqing He Weihao Zeng Yuejie Lei Huixing Jiang Wei Yu Wu Weiran Xu Jun Guo Fanyu Meng 34 23 0 25 Oct 2021
Explainable Fact-checking through Question Answering Jing Yang D. Vega-Oliveros Taís Seibt Anderson de Rezende Rocha HILM 19 14 0 11 Oct 2021
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu Ondrej Dusek Shashi Narayan Verena Rieser Ioannis Konstas HILM 28 6 0 22 Sep 2021
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation Mingkai Deng Bowen Tan Zhengzhong Liu Eric P. Xing Zhiting Hu 16 72 0 14 Sep 2021
StreamHover: Livestream Transcript Summarization and Annotation Sangwoo Cho Franck Dernoncourt Timothy Jeewun Ganter Trung Bui Nedim Lipka Walter Chang Hailin Jin Jonathan Brandt H. Foroosh Fei Liu 3DGS AI4TS 16 29 0 11 Sep 2021
Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization Shichao Sun Wenjie Li 19 26 0 26 Aug 2021
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features Hannah Rashkin David Reitter Gaurav Singh Tomar Dipanjan Das 155 101 0 14 Jul 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 25 26 0 21 Jun 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 187 79 0 30 Apr 2021
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
Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes Han-Chin Shing Chaitanya P. Shivade Nima Pourdamghani Feng Nan Philip Resnik Douglas W. Oard Parminder Bhatia 54 24 0 27 Apr 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 225 305 0 27 Apr 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 40 46 0 12 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
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Yiran Chen Pengfei Liu Ming Zhong Zi-Yi Dou Danqing Wang Xipeng Qiu Xuanjing Huang ELM 25 24 0 11 Oct 2020