Improving Truthfulness of Headline Generation

2 May 2020

Papers citing "Improving Truthfulness of Headline Generation"

25 / 25 papers shown

Title
Fact-Preserved Personalized News Headline Generation Zhao Yang Junhong Lian Xiang Ao 155 1 0 21 Jan 2025
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation Juhwan Choi Jungmin Yun Kyohoon Jin Youngbin Kim 34 4 0 15 Apr 2024
Automatic Logical Forms improve fidelity in Table-to-Text generation Iñigo Alonso Eneko Agirre LMTD 22 3 0 26 Oct 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model Qi Jia Siyu Ren Yizhu Liu Kenny Q. Zhu ALM HILM 33 16 0 18 Oct 2023
NumHG: A Dataset for Number-Focused Headline Generation Jian-Tao Huang Chung-Chi Chen Hen-Hsen Huang Hsin-Hsi Chen 17 13 0 04 Sep 2023
HonestBait: Forward References for Attractive but Faithful Headline Generation Chih-Yao Chen Dennis Wu Lun-Wei Ku 30 2 0 26 Jun 2023
Expository Text Generation: Imitate, Retrieve, Paraphrase Nishant Balepur Jie Huang Kevin Chen-Chuan Chang 18 8 0 05 May 2023
Automatic Generation of Factual News Headlines in Finnish Maximilian Koppatz Khalid Alnajjar Mika Hämäläinen Thierry Poibeau 35 2 0 05 Dec 2022
Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency Yanzhu Guo Chloé Clavel Moussa Kamal Eddine Michalis Vazirgiannis HILM 32 11 0 31 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
Learning to Revise References for Faithful Summarization Griffin Adams Han-Chin Shing Q. Sun C. Winestock Kathleen McKeown Noémie Elhadad 19 32 0 13 Apr 2022
Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search Daniel King Zejiang Shen Nishant Subramani Daniel S. Weld Iz Beltagy Doug Downey HILM 28 31 0 16 Mar 2022
Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection Daniel Deutsch Dan Roth 18 6 0 15 Nov 2021
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization Prafulla Kumar Choubey Alexander R. Fabbri Jesse Vig Chien-Sheng Wu Wenhao Liu Nazneen Rajani HILM 24 16 0 14 Oct 2021
Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization Faisal Ladhak Esin Durmus He He Claire Cardie Kathleen McKeown 14 64 0 31 Aug 2021
The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Yi-Chong Huang Xiachong Feng Xiaocheng Feng Bing Qin HILM 136 106 0 30 Apr 2021
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation Yuning Mao Wenchang Ma Deren Lei Jiawei Han Xiang Ren 29 4 0 18 Apr 2021
Multi-Perspective Abstractive Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Mona T. Diab 22 6 0 17 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 54 47 0 12 Apr 2021
Toward Improving Coherence and Diversity of Slogan Generation Yiping Jin Akshay Bhatia Dittaya Wanvarie Phu T. V. Le 19 5 0 11 Feb 2021
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation Yuning Mao Xiang Ren Heng Ji Jiawei Han HILM 125 38 0 24 Oct 2020
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 160 157 0 20 Oct 2020
Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives Won Ik Cho Y. Moon Sangwhan Moon Seokhwan Kim N. Kim 22 6 0 01 Dec 2019
Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation Ran Tian Shashi Narayan Thibault Sellam Ankur P. Parikh HILM 25 94 0 19 Oct 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016