WikiAsp: A Dataset for Multi-domain Aspect-based Summarization

16 November 2020

Graham Neubig

Papers citing "WikiAsp: A Dataset for Multi-domain Aspect-based Summarization"

47 / 47 papers shown

Title
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Q. Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 68 3 0 11 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 76 2 0 03 Mar 2025
Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Iacopo Ghinassi Leonardo Catalano Tommaso Colella 64 1 0 21 Nov 2024
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 47 0 0 07 Nov 2024
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization Catarina G. Belem Pouya Pezeskhpour Hayate Iso Seiji Maekawa Nikita Bhutani Estevam R. Hruschka HILM 65 1 0 17 Oct 2024
MARS: Multilingual Aspect-centric Review Summarisation Sandeep Sricharan Mukku Abinesh Kanagarajan Chetan Aggarwal Promod Yenigalla 18 0 0 13 Oct 2024
PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models Lemei Zhang Peng Liu Marcus Tiedemann Oekland Henriksboe Even W. Lauvrak J. Gulla Heri Ramampiaro 29 1 0 04 Oct 2024
Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done! Divya Patel Pathik Patel Ankush Chander Sourish Dasgupta Tanmoy Chakraborty 16 1 0 30 Sep 2024
Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Aditya Vempaty Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 25 0 0 05 Aug 2024
Mitigating Entity-Level Hallucination in Large Language Models Weihang Su Yichen Tang Qingyao Ai Changyue Wang Zhijing Wu Yiqun Liu HILM 27 6 0 12 Jul 2024
PerSEval: Assessing Personalization in Text Summarizers Sourish Dasgupta Ankush Chander Parth Borad Isha Motiyani Tanmoy Chakraborty 32 0 0 29 Jun 2024
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation Shuting Wang Xin Yu Mang Wang Weipeng Chen Yutao Zhu Zhicheng Dou RALM 32 7 0 18 Jun 2024
MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows Xingjian Zhang Yutong Xie Jin Huang Jinge Ma Zhaoying Pan ... Ziyang Xiong Tolga Ergen Dongsub Shim Honglak Lee Qiaozhu Mei 41 10 0 10 Jun 2024
On The Persona-based Summarization of Domain-Specific Documents Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 33 2 0 06 Jun 2024
MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization Xiaobo Guo Soroush Vosoughi 35 0 0 05 Jun 2024
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models Jiaqi Xue Meng Zheng Yebowen Hu Fei Liu Xun Chen Qian Lou AAML SILM 24 25 0 03 Jun 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 73 46 0 22 May 2024
Aspect-oriented Consumer Health Answer Summarization Rochana Chaturvedi Abari Bhattacharya S. Yadav 31 3 0 10 May 2024
DOLOMITES: Domain-Specific Long-Form Methodical Tasks Chaitanya Malaviya Priyanka Agrawal Kuzman Ganchev Pranesh Srinivasan Fantine Huot Jonathan Berant Mark Yatskar Dipanjan Das Mirella Lapata Chris Alberti 32 6 0 09 May 2024
LexAbSumm: Aspect-based Summarization of Legal Decisions Santosh T.Y.S.S Mahmoud Aly Matthias Grabmair AILaw ELM 30 6 0 31 Mar 2024
ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications Sotaro Takeshita Tommaso Green Ines Reinig Kai Eckert Simone Paolo Ponzetto 21 11 0 08 Mar 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
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study Prottay Kumar Adhikary Aseem Srivastava Shivani Kumar Salam Michael Singh Puneet Manuja Jini K. Gopinath Vijay Krishnan Swati Kedia K. Deb Tanmoy Chakraborty AI4MH 36 8 0 29 Feb 2024
Reducing Hallucinations in Entity Abstract Summarization with Facts-Template Decomposition Fangwei Zhu Peiyi Wang Zhifang Sui HILM 21 2 0 29 Feb 2024
Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts Xiaobo Guo Soroush Vosoughi 26 1 0 16 Feb 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 54 1,509 1 18 Dec 2023
OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization Shmuel Amar Liat Schiff Ori Ernst Asi Shefer Ori Shapira Ido Dagan 25 11 0 07 Dec 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Shafiq R. Joty ELM CLL AI4MH LRM ALM 85 27 0 28 Nov 2023
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey Ashok Urlana Pruthwik Mishra Tathagato Roy Rahul Mishra 21 8 0 15 Nov 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng-Wei Zhang Yue Zhang HILM KELM 51 182 0 11 Oct 2023
Concise Answers to Complex Questions: Summarization of Long-form Answers Abhilash Potluri Fangyuan Xu Eunsol Choi ELM 21 11 0 30 May 2023
USB: A Unified Summarization Benchmark Across Tasks and Domains Kundan Krishna Prakhar Gupta S. Ramprasad Byron C. Wallace Jeffrey P. Bigham Zachary Chase Lipton HILM 16 8 0 23 May 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 20 10 0 15 May 2023
Active Retrieval Augmented Generation Zhengbao Jiang Frank F. Xu Luyu Gao Zhiqing Sun Qian Liu Jane Dwivedi-Yu Yiming Yang Jamie Callan Graham Neubig RALM 9 252 0 11 May 2023
XWikiGen: Cross-lingual Summarization for Encyclopedic Text Generation in Low Resource Languages Dhaval Taunk Shivprasad Sagare Anupam Patil Shivansh Subramanian Manish Gupta Vasudeva Varma 17 3 0 22 Mar 2023
OASum: Large-Scale Open Domain Aspect-based Summarization Xianjun Yang Kaiqiang Song Sangwoo Cho Xiaoyang Wang Xiaoman Pan Linda R. Petzold Dong Yu RALM 24 24 0 19 Dec 2022
SentBS: Sentence-level Beam Search for Controllable Summarization Chenhui Shen Liying Cheng Lidong Bing Yang You Luo Si 33 11 0 26 Oct 2022
NEWTS: A Corpus for News Topic-Focused Summarization Seyed Ali Bahrainian Sheridan Feucht Carsten Eickhoff 61 24 0 31 May 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way Alex Jinpeng Wang Richard Yuanzhe Pang Angelica Chen Jason Phang Samuel R. Bowman 72 44 0 23 May 2022
Models and Datasets for Cross-Lingual Summarisation Laura Perez-Beltrachini Mirella Lapata 16 48 0 19 Feb 2022
Unsupervised Multi-Granularity Summarization Ming Zhong Yang Liu Suyu Ge Yuning Mao Yizhu Jiao Xingxing Zhang Yichong Xu Chenguang Zhu Michael Zeng Jiawei Han 79 8 0 29 Jan 2022
TWAG: A Topic-Guided Wikipedia Abstract Generator Fangwei Zhu Shangqing Tu Jiaxin Shi Juan-Zi Li Lei Hou Tong Cui 4 11 0 29 Jun 2021
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes J. Mullenbach Yada Pruksachatkun Sean Adler Jennifer Seale Jordan Swartz T. McKelvey Hui Dai Yi Yang David Sontag 23 15 0 04 Jun 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 77 83 0 30 Jan 2021
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections Mingda Chen Sam Wiseman Kevin Gimpel 12 30 0 29 Dec 2020
Transforming Wikipedia into Augmented Data for Query-Focused Summarization Haichao Zhu Li Dong Furu Wei Bing Qin Ting Liu RALM 31 22 0 08 Nov 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 254 1,430 0 22 Aug 2019