XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages

25 June 2021

Papers citing "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages"

50 / 216 papers shown

Title
Detecting and Mitigating Hallucinations in Multilingual Summarisation Yifu Qiu Yftah Ziser Anna Korhonen E. Ponti Shay B. Cohen HILM 61 43 0 23 May 2023
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation Elizabeth Clark Shruti Rijhwani Sebastian Gehrmann Joshua Maynez Roee Aharoni Vitaly Nikolaev Thibault Sellam Aditya Siddhant Dipanjan Das Ankur P. Parikh 32 38 0 22 May 2023
D $^2$ TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization Yunlong Liang Fandong Meng Jiaan Wang Jinan Xu Jinan Xu Jie Zhou VLM 26 10 0 22 May 2023
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages Ayyoob Imani Peiqin Lin Amir Hossein Kargaran Silvia Severini Masoud Jalili Sabet ... Chunlan Ma Helmut Schmid André F. T. Martins François Yvon Hinrich Schütze ALM LRM 42 95 0 20 May 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages Sebastian Ruder J. Clark Alexander Gutkin Mihir Kale Min Ma ... Dan Garrette R. Ingle Melvin Johnson Dmitry Panteleev Partha P. Talukdar ELM 26 38 0 19 May 2023
PORTRAIT: a hybrid aPproach tO cReate extractive ground-TRuth summAry for dIsaster evenT Piyush Garg Roshni Chakraborty Sourav Kumar Dandapat 27 3 0 19 May 2023
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models Zorik Gekhman Jonathan Herzig Roee Aharoni Chen Elkind Idan Szpektor HILM ELM 29 71 0 18 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
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 125 1,152 0 17 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 37 9 0 15 May 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting Haoyang Huang Tianyi Tang Dongdong Zhang Wayne Xin Zhao Ting Song Yan Xia Furu Wei LRM 34 153 0 11 May 2023
Vārta: A Large-Scale Headline-Generation Dataset for Indic Languages Rahul Aralikatte Ziling Cheng Sumanth Doddapaneni Jackie C.K. Cheung 48 8 0 10 May 2023
ChartSumm: A Comprehensive Benchmark for Automatic Chart Summarization of Long and Short Summaries Raian Rahman Rizvi Hasan Abdullah Al Farhad Md Tahmid Rahman Laskar Md. Hamjajul Ashmafee A. Kamal 19 23 0 26 Apr 2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning Viet Dac Lai Nghia Trung Ngo Amir Pouran Ben Veyseh Hieu Man Franck Dernoncourt Trung Bui Thien Huu Nguyen ELM LM&MA 30 268 0 12 Apr 2023
SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism Mehwish Fatima Tim Kolber K. Markert Michael Strube 21 0 0 04 Apr 2023
Summarizing Indian Languages using Multilingual Transformers based Models Dhaval Taunk Vasudeva Varma VLM 25 9 0 29 Mar 2023
Indian Language Summarization using Pretrained Sequence-to-Sequence Models Ashok Urlana S. Bhatt Nirmal Surange Manish Shrivastava 54 13 0 25 Mar 2023
Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities A. Tonja Tadesse Destaw Belay Israel Abebe Azime A. Ayele Moges Ahmed Mehamed Olga Kolesnikova Seid Muhie Yimam 14 7 0 25 Mar 2023
MEGA: Multilingual Evaluation of Generative AI Kabir Ahuja Harshita Diddee Rishav Hada Millicent Ochieng Krithika Ramesh ... T. Ganu Sameer Segal Maxamed Axmed Kalika Bali Sunayana Sitaram LM&MA LRM ELM 27 269 0 22 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 25 3 0 22 Mar 2023
CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization Ruochen Zhang Carsten Eickhoff 48 5 0 07 Mar 2023
Large Scale Multi-Lingual Multi-Modal Summarization Dataset Yash Verma Anubhav Jangra Raghvendra Kumar S. Saha 15 13 0 13 Feb 2023
Exploring the Benefits of Training Expert Language Models over Instruction Tuning Joel Jang Seungone Kim Seonghyeon Ye Doyoung Kim Lajanugen Logeswaran Moontae Lee Kyungjae Lee Minjoon Seo LRM ALM 30 79 0 07 Feb 2023
HunSum-1: an Abstractive Summarization Dataset for Hungarian Botond Barta Dorina Lakatos Attila Nagy Milán Konor Nyist Judit Ács 13 2 0 01 Feb 2023
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
GAE-ISumm: Unsupervised Graph-Based Summarization of Indian Languages Lakshmi Sireesha Vakada Anudeep Ch Mounika Marreddy S. Oota R. Mamidi 22 1 0 25 Dec 2022
mFACE: Multilingual Summarization with Factual Consistency Evaluation Roee Aharoni Shashi Narayan Joshua Maynez Jonathan Herzig Elizabeth Clark Mirella Lapata HILM 27 44 0 20 Dec 2022
LR-Sum: Summarization for Less-Resourced Languages Chester Palen-Michel Constantine Lignos 14 4 0 19 Dec 2022
NusaCrowd: Open Source Initiative for Indonesian NLP Resources Samuel Cahyawijaya Holy Lovenia Alham Fikri Aji Genta Indra Winata Bryan Wilie ... Timothy Baldwin Sebastian Ruder Herry Sujaini S. Sakti Ayu Purwarianti 39 48 0 19 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
Understanding Translationese in Cross-Lingual Summarization Jiaan Wang Fandong Meng Yunlong Liang Tingyi Zhang Jiarong Xu Zhixu Li Jie Zhou 27 15 0 14 Dec 2022
Searching for Effective Multilingual Fine-Tuning Methods: A Case Study in Summarization Yiwei Qin Graham Neubig Pengfei Liu 23 3 0 12 Dec 2022
Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages Rahul Tangsali Aabha Pingle Aditya Vyawahare Isha Joshi Raviraj Joshi 43 7 0 12 Dec 2022
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources Xinyan Velocity Yu Akari Asai Trina Chatterjee Junjie Hu Eunsol Choi 26 21 0 28 Nov 2022
TaTa: A Multilingual Table-to-Text Dataset for African Languages Sebastian Gehrmann Sebastian Ruder Vitaly Nikolaev Jan A. Botha Michael Chavinda Ankur P. Parikh Clara E. Rivera LMTD 27 10 0 31 Oct 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
LANS: Large-scale Arabic News Summarization Corpus Abdulaziz Alhamadani Xuchao Zhang Jianfeng He Chang-Tien Lu 23 2 0 24 Oct 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 52 35 0 24 Oct 2022
BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset Ajwad Akil Najrin Sultana Abhik Bhattacharjee Rifat Shahriyar 34 15 0 11 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
Can Offline Reinforcement Learning Help Natural Language Understanding? Ziqi Zhang Yile Wang Yue Zhang Donglin Wang OffRL 33 0 0 15 Sep 2022
To Adapt or to Fine-tune: A Case Study on Abstractive Summarization Zheng Zhao Pinzhen Chen 21 3 0 30 Aug 2022
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages Qingyuan Zhang Xiaoyu Shen Ernie Chang Jidong Ge Peng-Jen Chen 24 14 0 27 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
BanglaNLG and BanglaT5: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla Abhik Bhattacharjee Tahmid Hasan Wasi Uddin Ahmad Rifat Shahriyar AIMat LM&MA 39 28 0 23 May 2022
Polyglot Prompt: Multilingual Multitask PrompTraining Jinlan Fu See-Kiong Ng Pengfei Liu 29 7 0 29 Apr 2022
WikiMulti: a Corpus for Cross-Lingual Summarization Pavel Tikhonov Valentin Malykh 17 3 0 23 Apr 2022
Adapting BigScience Multilingual Model to Unseen Languages Zheng-Xin Yong Vassilina Nikoulina 27 5 0 11 Apr 2022