MLSUM: The Multilingual Summarization Corpus

30 April 2020

Papers citing "MLSUM: The Multilingual Summarization Corpus"

46 / 46 papers shown

Title
An Empirical Study of Many-to-Many Summarization with Large Language Models Jiaan Wang Fandong Meng Zengkui Sun Yunlong Liang Yuxuan Cao Jiarong Xu Haoxiang Shi Jie Zhou 14 0 0 19 May 2025
Summarization Metrics for Spanish and Basque: Do Automatic Scores and LLM-Judges Correlate with Humans? Jeremy Barnes Naiara Perez Alba Bonet-Jover Begoña Altuna 62 1 0 21 Mar 2025
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 52 0 0 07 Nov 2024
Understanding Generative AI Content with Embedding Models Max Vargas Reilly Cannon A. Engel Anand D. Sarwate Tony Chiang 52 3 0 19 Aug 2024
Leveraging Entailment Judgements in Cross-Lingual Summarisation Huajian Zhang Laura Perez-Beltrachini HILM 41 0 0 01 Aug 2024
METAL: Towards Multilingual Meta-Evaluation Rishav Hada Varun Gumma Mohamed Ahmed Kalika Bali Sunayana Sitaram ELM 43 2 0 02 Apr 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
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization Alexandra Chronopoulou Jonas Pfeiffer Joshua Maynez Xinyi Wang Sebastian Ruder Priyanka Agrawal MoMe 26 16 0 15 Nov 2023
MELA: Multilingual Evaluation of Linguistic Acceptability Ziyin Zhang Yikang Liu Wei Huang Junyu Mao Rui Wang Hai Hu 24 3 0 15 Nov 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 38 3 0 13 Oct 2023
Overview of AuTexTification at IberLEF 2023: Detection and Attribution of Machine-Generated Text in Multiple Domains A. Sarvazyan José Ángel González Marc Franco-Salvador Francisco Rangel Berta Chulvi Paolo Rosso DeLMO 38 61 0 20 Sep 2023
Benchmarking Procedural Language Understanding for Low-Resource Languages: A Case Study on Turkish Arda Uzunouglu Gözde Gül Sahin 34 4 0 13 Sep 2023
Towards End-to-end Speech-to-text Summarization Raul Monteiro Diogo Pernes 9 1 0 06 Jun 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization Dongqi Pu Yifa Wang Vera Demberg 34 21 0 26 May 2023
Revisiting non-English Text Simplification: A Unified Multilingual Benchmark Michael Joseph Ryan Tarek Naous Wei-ping Xu 31 25 0 25 May 2023
Multilingual Simplification of Medical Texts Sebastian Antony Joseph Kathryn Kazanas Keziah Reina Vishnesh J. Ramanathan Wei-ping Xu Byron C. Wallace Junyi Jessy Li 38 13 0 21 May 2023
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences David C. Uthus Santiago Ontañón Joshua Ainslie Mandy Guo VLM 28 10 0 18 May 2023
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India Ashok Urlana Pinzhen Chen Zheng Zhao Shay B. Cohen Manish Shrivastava Barry Haddow 31 9 0 15 May 2023
Vārta: A Large-Scale Headline-Generation Dataset for Indic Languages Rahul Aralikatte Ziling Cheng Sumanth Doddapaneni Jackie C.K. Cheung 42 8 0 10 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 22 3 0 22 Mar 2023
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization Laura Nguyen Thomas Scialom Benjamin Piwowarski Jacopo Staiano 27 7 0 26 Jan 2023
On the State of German (Abstractive) Text Summarization Dennis Aumiller Jing Fan Michael Gertz 26 1 0 17 Jan 2023
Automatic Text Simplification of News Articles in the Context of Public Broadcasting Diego Maupomé Fanny Rancourt T. Soulas Alexandre Lachance Marie-Jean Meurs ... Olivier Brochu Dufour Igor Pontes Rémi Cardon Michel Simard Sowmya Vajjala 35 0 0 26 Dec 2022
LR-Sum: Summarization for Less-Resourced Languages Chester Palen-Michel Constantine Lignos 11 4 0 19 Dec 2022
RISE: Leveraging Retrieval Techniques for Summarization Evaluation David C. Uthus Jianmo Ni RALM 16 0 0 17 Dec 2022
Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization Yunlong Liang Fandong Meng Jinan Xu Jiaan Wang Jinan Xu Jie Zhou 33 20 0 15 Dec 2022
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain Dennis Aumiller Ashish Chouhan Michael Gertz ELM AILaw 40 35 0 24 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 121 94 0 06 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 253 1,073 0 05 Oct 2022
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Saleh Soltan Shankar Ananthakrishnan Jack G. M. FitzGerald Rahul Gupta Wael Hamza ... Mukund Sridhar Fabian Triefenbach Apurv Verma Gokhan Tur Premkumar Natarajan 54 82 0 02 Aug 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code Sebastian Gehrmann Abhik Bhattacharjee Abinaya Mahendiran Alex Jinpeng Wang Alexandros Papangelis ... Yacine Jernite Yi Xu Yisi Sang Yixin Liu Yufang Hou 47 38 0 22 Jun 2022
Automatic Summarization of Russian Texts: Comparison of Extractive and Abstractive Methods Valeriya Goloviznina Evgeny Kotelnikov 11 3 0 18 Jun 2022
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian T. Shamardina Vladislav Mikhailov Daniil Chernianskii Alena Fenogenova Marat Saidov A. Valeeva Tatiana Shavrina I. Smurov E. Tutubalina Ekaterina Artemova DeLMO 16 30 0 03 Jun 2022
An Overview of Indian Language Datasets used for Text Summarization Shagun Sinha Girish Nath Jha 19 5 0 30 Mar 2022
IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages Aman Kumar Himani Shrotriya P. Sahu Raj Dabre Ratish Puduppully Anoop Kunchukuttan Amogh Mishra Mitesh M. Khapra Pratyush Kumar 43 38 0 10 Mar 2022
A Variational Hierarchical Model for Neural Cross-Lingual Summarization Yunlong Liang Fandong Meng Chulun Zhou Jinan Xu Jinan Xu Jinsong Su Jie Zhou BDL 22 34 0 08 Mar 2022
Mukayese: Turkish NLP Strikes Back Ali Safaya Emirhan Kurtulucs Arda Goktougan Deniz Yuret 28 22 0 02 Mar 2022
BEAMetrics: A Benchmark for Language Generation Evaluation Evaluation Thomas Scialom Felix Hill 28 7 0 18 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
SummerTime: Text Summarization Toolkit for Non-experts Ansong Ni Zhangir Azerbayev Mutethia Mutuma Troy Feng Yusen Zhang Tao Yu Ahmed Hassan Awadallah Dragomir R. Radev 31 10 0 29 Aug 2021
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages Tahmid Hasan Abhik Bhattacharjee Md. Saiful Islam Kazi Samin Mubasshir Yuan-Fang Li Yong-Bin Kang M. Rahman Rifat Shahriyar 17 343 0 25 Jun 2021
Automatic Construction of Evaluation Suites for Natural Language Generation Datasets Simon Mille Kaustubh D. Dhole Saad Mahamood Laura Perez-Beltrachini Varun Gangal Mihir Kale Emiel van Miltenburg Sebastian Gehrmann ELM 42 22 0 16 Jun 2021
Evaluating the Efficacy of Summarization Evaluation across Languages Fajri Koto Jey Han Lau Timothy Baldwin 50 19 0 02 Jun 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 260 285 0 02 Feb 2021
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 246 493 0 16 Oct 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,433 0 22 Aug 2019