A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal

20 May 2020

Papers citing "A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal"

24 / 24 papers shown

Title
Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches Adithya Pratapa Teruko Mitamura 94 1 0 10 Feb 2025
Neuro-Symbolic AI in 2024: A Systematic Review Brandon C. Colelough William Regli NAI 65 9 0 09 Jan 2025
EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents Mengna Zhu Kaisheng Zeng Mao Wang Kaiming Xiao Lei Hou Hongbin Huang Juanzi Li 185 1 0 16 Dec 2024
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 49 0 0 07 Nov 2024
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding Zhihan Zhang Yixin Cao Chenchen Ye Yunshan Ma Lizi Liao Tat-Seng Chua 34 9 0 04 Jun 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 80 0 05 Mar 2024
Supervising the Centroid Baseline for Extractive Multi-Document Summarization Simão Gonçalves Gonçalo M. Correia Diogo Pernes Afonso Mendes 19 1 0 29 Nov 2023
Fovea Transformer: Efficient Long-Context Modeling with Structured Fine-to-Coarse Attention Ziwei He Jian Yuan Le Zhou Jingwen Leng Bo Jiang 29 1 0 13 Nov 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 22 10 0 15 May 2023
Summarizing Indian Languages using Multilingual Transformers based Models Dhaval Taunk Vasudeva Varma VLM 25 9 0 29 Mar 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 19 3 0 22 Mar 2023
Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization Miao Li Jianzhong Qi Jey Han Lau 36 11 0 12 Mar 2023
Generating Query Focused Summaries without Fine-tuning the Transformer-based Pre-trained Models D. Abdullah Shamanth Nayak Gandharv Suri Yllias Chali 27 2 0 10 Mar 2023
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream Susik Yoon Hou Pong Chan Jiawei Han 29 7 0 10 Feb 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 20 8 0 31 Jan 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 26 24 0 19 Dec 2022
Synthesis and Evaluation of a Domain-specific Large Data Set for Dungeons & Dragons Akila Peiris Nisansa de Silva 19 5 0 18 Dec 2022
Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization David Adams Gandharv Suri Yllias Chali VLM 24 3 0 19 Nov 2022
Controlled Text Reduction Aviv Slobodkin Paul Roit Eran Hirsch Ori Ernst Ido Dagan 39 10 0 24 Oct 2022
Multi-Document Summarization with Centroid-Based Pretraining Ratish Puduppully Parag Jain Nancy F. Chen Mark Steedman VLM 16 11 0 01 Aug 2022
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Haoran Li Mona T. Diab 16 14 0 11 Nov 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Alexander R. Fabbri Faiaz Rahman Imad Rizvi Borui Wang Haoran Li Yashar Mehdad Dragomir R. Radev 25 60 0 01 Jun 2021
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections Mingda Chen Sam Wiseman Kevin Gimpel 25 30 0 29 Dec 2020
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 13 125 0 10 Nov 2020