WikiHow: A Large Scale Text Summarization Dataset

18 October 2018

Papers citing "WikiHow: A Large Scale Text Summarization Dataset"

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Title
A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding D. Cajueiro A. G. Nery Igor Tavares Maísa Kely de Melo Silvia A. dos Reis Weigang Li V. R. R. Celestino 33 15 0 04 Jan 2023
Inverse Reinforcement Learning for Text Summarization Yujiao Fu Deyi Xiong Yue Dong 50 4 0 19 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 282 0 19 Dec 2022
Claim Optimization in Computational Argumentation Gabriella Skitalinskaya Maximilian Spliethover Henning Wachsmuth 37 7 0 17 Dec 2022
The KITMUS Test: Evaluating Knowledge Integration from Multiple Sources in Natural Language Understanding Systems Akshatha Arodi Martin Pömsl Kaheer Suleman Adam Trischler Alexandra Olteanu Jackie C.K. Cheung ELM 33 5 0 15 Dec 2022
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization Yulong Chen Yang Liu Ruochen Xu Ziyi Yang Chenguang Zhu Michael Zeng Yue Zhang 34 17 0 17 Nov 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 45 88 0 16 Nov 2022
Evaluating and Improving Factuality in Multimodal Abstractive Summarization David Wan Joey Tianyi Zhou 26 10 0 04 Nov 2022
How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh Jiaxin Ju He Zhang Ming Liu Shirui Pan HILM 38 39 0 30 Oct 2022
Visual Answer Localization with Cross-modal Mutual Knowledge Transfer Yixuan Weng Bin Li 26 6 0 26 Oct 2022
Revision for Concision: A Constrained Paraphrase Generation Task Wenchuan Mu Kwanin Lim 32 3 0 25 Oct 2022
Salience Allocation as Guidance for Abstractive Summarization Fei Wang Kaiqiang Song Hongming Zhang Lifeng Jin Sangwoo Cho Wenlin Yao Xiaoyang Wang Muhao Chen Dong Yu 60 32 0 22 Oct 2022
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller Zhaowei Wang Hongming Zhang Tianqing Fang Yangqiu Song Ginny Wong Simon See 80 14 0 13 Oct 2022
Learning to Locate Visual Answer in Video Corpus Using Question Bin Li Yixuan Weng Bin Sun Shutao Li 14 5 0 11 Oct 2022
Are All Steps Equally Important? Benchmarking Essentiality Detection of Events Haoyu Wang Hongming Zhang Yueguan Wang Yuqian Deng Muhao Chen Dan Roth 34 1 0 08 Oct 2022
EDU-level Extractive Summarization with Varying Summary Lengths Yuping Wu Ching-Hsun Tseng Jia-Yu Shang Shengzhong Mao Goran Nenadic Xiaojun Zeng 25 4 0 08 Oct 2022
EgoTaskQA: Understanding Human Tasks in Egocentric Videos Baoxiong Jia Ting Lei Song-Chun Zhu Siyuan Huang EgoV 37 61 0 08 Oct 2022
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Hoang Thang Ta Abu Bakar Siddiqur Rahman Navonil Majumder Amir Hussain Lotfollah Najjar N. Howard Soujanya Poria Alexander Gelbukh 34 11 0 27 Sep 2022
Text Summarization with Oracle Expectation Yumo Xu Mirella Lapata VLM 24 4 0 26 Sep 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 83 122 0 03 Jul 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 54 24 0 24 Jun 2022
Neuro-Symbolic Procedural Planning with Commonsense Prompting Yujie Lu Weixi Feng Wanrong Zhu Wenda Xu Xinze Wang Miguel P. Eckstein William Yang Wang LM&Ro 8 36 0 06 Jun 2022
Multimodal Knowledge Alignment with Reinforcement Learning Youngjae Yu Jiwan Chung Heeseung Yun Jack Hessel Jinho Park ... Prithviraj Ammanabrolu Rowan Zellers Ronan Le Bras Gunhee Kim Yejin Choi VLM 123 36 0 25 May 2022
Evaluation of Transfer Learning for Polish with a Text-to-Text Model Aleksandra Chrabrowa Lukasz Dragan Karol Grzegorczyk D. Kajtoch Mikołaj Koszowski Robert Mroczkowski Piotr Rybak 42 18 0 18 May 2022
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization David Wan Joey Tianyi Zhou HILM 25 68 0 16 May 2022
Reasoning about Procedures with Natural Language Processing: A Tutorial Li Zhang AI4TS 42 9 0 16 May 2022
End-to-end Dense Video Captioning as Sequence Generation Wanrong Zhu Bo Pang Ashish V. Thapliyal William Yang Wang Radu Soricut DiffM 19 32 0 18 Apr 2022
Summarization with Graphical Elements Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 30 2 0 15 Apr 2022
Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization Brydon Parker A. Sokolov Mahtab Ahmed Matt Kalebic S. Koçak Ofer Shai 27 1 0 06 Apr 2022
Language modeling via stochastic processes Rose E. Wang Esin Durmus Noah D. Goodman Tatsunori Hashimoto BDL AI4TS 42 24 0 21 Mar 2022
Automatic Text Summarization Methods: A Comprehensive Review Divakar Yadav Jalpa J Desai A. Yadav 26 49 0 03 Mar 2022
Learning To Recognize Procedural Activities with Distant Supervision Xudong Lin Fabio Petroni Gedas Bertasius Marcus Rohrbach Shih-Fu Chang Lorenzo Torresani 37 83 0 26 Jan 2022
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 33 6 0 10 Dec 2021
A Systematic Investigation of Commonsense Knowledge in Large Language Models Xiang Lorraine Li A. Kuncoro Jordan Hoffmann Cyprien de Masson dÁutume Phil Blunsom Aida Nematzadeh LRM 25 58 0 31 Oct 2021
Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals Te-Lin Wu Alexander Spangher Pegah Alipoormolabashi Marjorie Freedman R. Weischedel Nanyun Peng 23 20 0 16 Oct 2021
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 Chengwei Qin Shafiq Joty CLL 178 99 0 14 Oct 2021
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles O. Boni Guy Feigenblat Guy Lev Michal Shmueli-Scheuer Benjamin Sznajder D. Konopnicki RALM 11 10 0 07 Oct 2021
Does Vision-and-Language Pretraining Improve Lexical Grounding? Tian Yun Chen Sun Ellie Pavlick VLM CoGe 45 32 0 21 Sep 2021
Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization Faisal Ladhak Esin Durmus He He Claire Cardie Kathleen McKeown 19 64 0 31 Aug 2021
Embodied BERT: A Transformer Model for Embodied, Language-guided Visual Task Completion Alessandro Suglia Qiaozi Gao Jesse Thomason Govind Thattai Gaurav Sukhatme LM&Ro 37 78 0 10 Aug 2021
Goal-Oriented Script Construction Qing Lyu Li Zhang Chris Callison-Burch 13 32 0 28 Jul 2021
Topic Modeling Based Extractive Text Summarization Kalliath Abdul Rasheed Issam Shivam Patel 14 11 0 29 Jun 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 33 26 0 21 Jun 2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization Yichen Jiang Asli Celikyilmaz P. Smolensky Paul Soulos Sudha Rao Hamid Palangi Roland Fernandez Caitlin Smith Joey Tianyi Zhou Jianfeng Gao 24 19 0 02 Jun 2021
Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks Lisa Bauer Mohit Bansal 19 19 0 20 Apr 2021
A Survey of Recent Abstract Summarization Techniques Diyah Puspitaningrum 24 6 0 15 Apr 2021
RefSum: Refactoring Neural Summarization Yixin Liu Zi-Yi Dou Pengfei Liu 24 40 0 15 Apr 2021
Meta-Transfer Learning for Low-Resource Abstractive Summarization Yi-Syuan Chen Hong-Han Shuai CLL OffRL 48 38 0 18 Feb 2021
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 38 7 0 14 Dec 2020
Multimodal Pretraining for Dense Video Captioning Gabriel Huang Bo Pang Zhenhai Zhu Clara E. Rivera Radu Soricut 21 81 0 10 Nov 2020