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
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 17 0 0 19 May 2025
A Generative-AI-Driven Claim Retrieval System Capable of Detecting and Retrieving Claims from Social Media Platforms in Multiple Languages Ivan Vykopal Martin Hyben Robert Moro Michal Gregor Jakub Simko 36 0 0 29 Apr 2025
A Post-trainer's Guide to Multilingual Training Data: Uncovering Cross-lingual Transfer Dynamics Luísa Shimabucoro Ahmet Üstün Marzieh Fadaee Sebastian Ruder 27 0 0 23 Apr 2025
Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance Ram Mohan Rao Kadiyala Siddartha Pullakhandam Siddhant Gupta Drishti Sharma Jebish Purbey Kanwal Mehreen Muhammad Arham Hamza Farooq 38 0 0 13 Apr 2025
Assessing Thai Dialect Performance in LLMs with Automatic Benchmarks and Human Evaluation Peerat Limkonchotiwat Kanruethai Masuk Surapon Nonesung Chalermpun Mai-On Sarana Nutanong Wuttikorn Ponwitayarat Potsawee Manakul 26 0 0 08 Apr 2025
GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models Hengyu Luo Zihao Li Joseph Attieh Sawal Devkota Ona de Gibert ... Ananda Sreenidhi Raúl Vázquez Mengjie Wang Samea Yusofi Jörg Tiedemann ELM 38 0 0 05 Apr 2025
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 51 0 0 27 Mar 2025
PM4Bench: A Parallel Multilingual Multi-Modal Multi-task Benchmark for Large Vision Language Model Junyuan Gao Jiahe Song J. Wu Runchuan Zhu Guanlin Shen ... Weijia Li Bin Wang Dahua Lin Lijun Wu Conghui He 92 0 0 24 Mar 2025
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction Jian Zhang Bifan Wei Shihao Qi Haiping Zhu Jun Liu Qika Lin 47 0 0 14 Mar 2025
Word2winners at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval AmirMohammad Azadi Sina Zamani Mohammadmostafa Rostamkhani Sauleh Eetemadi LRM 55 2 0 12 Mar 2025
Beyond One-Size-Fits-All Summarization: Customizing Summaries for Diverse Users Mehmet Samet Duran Tevfik Aytekin 55 0 0 10 Mar 2025
MiLiC-Eval: Benchmarking Multilingual LLMs for China's Minority Languages Chen Zhang Mingxu Tao Zhiyuan Liao Yansong Feng 41 0 0 03 Mar 2025
Where Are We? Evaluating LLM Performance on African Languages Ife Adebara Hawau Olamide Toyin Nahom Tesfu Ghebremichael AbdelRahim Elmadany Muhammad Abdul-Mageed 57 0 0 26 Feb 2025
Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization Taishi Nakamura Takuya Akiba Kazuki Fujii Yusuke Oda Rio Yokota Jun Suzuki MoMe MoE 94 1 0 26 Feb 2025
UrduLLaMA 1.0: Dataset Curation, Preprocessing, and Evaluation in Low-Resource Settings Layba Fiaz Munief Hassan Tahir Sana Shams Sarmad Hussain 51 0 0 24 Feb 2025
Towards Typologically Aware Rescoring to Mitigate Unfaithfulness in Lower-Resource Languages Tsan Tsai Chan Xin Tong Thi Thu Uyen Hoang Barbare Tepnadze Wojciech Stempniak 48 0 0 24 Feb 2025
Vector-ICL: In-context Learning with Continuous Vector Representations Yufan Zhuang Chandan Singh Liyuan Liu Jingbo Shang Jianfeng Gao 68 3 0 21 Feb 2025
Batayan: A Filipino NLP benchmark for evaluating Large Language Models Jann Railey Montalan Jimson Paulo Layacan David Demitri Africa Richell Isaiah Flores Michael T. Lopez II Theresa Denise Magsajo Anjanette Cayabyab William-Chandra Tjhi 44 0 0 19 Feb 2025
LCTG Bench: LLM Controlled Text Generation Benchmark Kemal Kurniawan Masato Mita Peinan Zhang S. Sasaki Ryosuke Ishigami Naoaki Okazaki 55 0 0 28 Jan 2025
ListConRanker: A Contrastive Text Reranker with Listwise Encoding Junlong Liu Yue Ma Ruihui Zhao Junhao Zheng Qianli Ma Yangyang Kang 49 0 0 13 Jan 2025
BeliN: A Novel Corpus for Bengali Religious News Headline Generation using Contextual Feature Fusion Md Osama Ashim Dey Kawsar Ahmed Muhammad Ashad Kabir 53 0 0 03 Jan 2025
AfriHG: News headline generation for African Languages Toyib Ogunremi Serah Akojenu Anthony Soronnadi Olubayo Adekanmbi David Ifeoluwa Adelani 60 1 0 31 Dec 2024
SailCompass: Towards Reproducible and Robust Evaluation for Southeast Asian Languages Jia Guo Longxu Dou Guangtao Zeng Stanley Kok Wei Lu Qian Liu ELM LRM 83 1 0 02 Dec 2024
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs Akhiad Bercovich Tomer Ronen Talor Abramovich Nir Ailon Nave Assaf ... Ido Shahaf Oren Tropp Omer Ullman Argov Ran Zilberstein Ran El-Yaniv 88 1 0 28 Nov 2024
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 52 0 0 07 Nov 2024
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs A. S. Rawat Veeranjaneyulu Sadhanala Afshin Rostamizadeh Ayan Chakrabarti Wittawat Jitkrittum ... Rakesh Shivanna Sashank J. Reddi A. Menon Rohan Anil Sanjiv Kumar 33 2 0 24 Oct 2024
Contamination Report for Multilingual Benchmarks Sanchit Ahuja Varun Gumma Sunayana Sitaram 26 0 0 21 Oct 2024
Exploring Continual Fine-Tuning for Enhancing Language Ability in Large Language Model Divyanshu Aggarwal Sankarshan Damle Navin Goyal Satya Lokam Sunayana Sitaram CLL 26 0 0 21 Oct 2024
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content Mohamed Bayan Kmainasi Ali Ezzat Shahroor Maram Hasanain Sahinur Rahman Laskar Naeemul Hassan Firoj Alam 31 1 0 20 Oct 2024
Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models Hongchuan Zeng Senyu Han Lu Chen Kai Yu 62 6 0 15 Oct 2024
MARS: Multilingual Aspect-centric Review Summarisation Sandeep Sricharan Mukku Abinesh Kanagarajan Chetan Aggarwal Promod Yenigalla 23 0 0 13 Oct 2024
L3Cube-MahaSum: A Comprehensive Dataset and BART Models for Abstractive Text Summarization in Marathi Pranita Deshmukh Nikita Kulkarni Sanhita Kulkarni Kareena Manghani Raviraj Joshi 26 1 0 11 Oct 2024
PublicHearingBR: A Brazilian Portuguese Dataset of Public Hearing Transcripts for Summarization of Long Documents Leandro Carísio Fernandes Guilherme Dobins R. Lotufo Jayr Alencar Pereira 23 0 0 10 Oct 2024
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment Amir Hossein Kargaran Ali Modarressi Nafiseh Nikeghbal Jana Diesner François Yvon Hinrich Schütze ELM 49 3 0 08 Oct 2024
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization Yangfan Ye Xiachong Feng Xiaocheng Feng Weitao Ma Libo Qin Dongliang Xu Qing Yang Hongtao Liu Bing Qin 37 2 0 05 Oct 2024
GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification Chung-Chi Chen Hiroya Takamura Ichiro Kobayashi Yusuke Miyao 32 0 0 02 Oct 2024
Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach Diogo Pernes Gonçalo M. Correia Afonso Mendes 30 1 0 01 Oct 2024
Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers Prakash Dhakal Daya Sagar Baral 26 2 0 29 Sep 2024
A Critical Look at Meta-evaluating Summarisation Evaluation Metrics Xiang Dai Sarvnaz Karimi Biaoyan Fang 36 0 0 29 Sep 2024
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models Shaoxiong Ji Zihao Li Indraneil Paul Jaakko Paavola Peiqin Lin ... Dayyán O'Brien Hengyu Luo Hinrich Schütze Jörg Tiedemann Barry Haddow CLL 43 3 0 26 Sep 2024
With Good MT There is No Need For End-to-End: A Case for Translate-then-Summarize Cross-lingual Summarization Daniel Varab Christian Hardmeier ELM 32 0 0 31 Aug 2024
LLM Pruning and Distillation in Practice: The Minitron Approach Sharath Turuvekere Sreenivas Saurav Muralidharan Raviraj Joshi Marcin Chochowski M. Patwary M. Shoeybi Bryan Catanzaro Jan Kautz Pavlo Molchanov 36 27 0 21 Aug 2024
Goldfish: Monolingual Language Models for 350 Languages Tyler A. Chang Catherine Arnett Zhuowen Tu Benjamin Bergen LRM 44 4 0 19 Aug 2024
ConVerSum: A Contrastive Learning based Approach for Data-Scarce Solution of Cross-Lingual Summarization Beyond Direct Equivalents Sanzana Karim Lora Rifat Shahriyar 32 0 0 17 Aug 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data Haoran Sun Renren Jin Shaoyang Xu Leiyu Pan Supryadi ... Lei Yang Ling Shi Juesi Xiao Shaolin Zhu Deyi Xiong 65 2 0 12 Aug 2024
Zero-shot Factual Consistency Evaluation Across Domains Raunak Agarwal HILM 47 0 0 07 Aug 2024
Leveraging Entailment Judgements in Cross-Lingual Summarisation Huajian Zhang Laura Perez-Beltrachini HILM 44 0 0 01 Aug 2024
Data Contamination Report from the 2024 CONDA Shared Task Oscar Sainz Iker García-Ferrero Alon Jacovi Jonas Hanselle Yanai Elazar ... Yu-Min Tseng Vishaal Udandarao Zengzhi Wang Ruijie Xu Jinglin Yang 51 5 0 31 Jul 2024
Stay Tuned: An Empirical Study of the Impact of Hyperparameters on LLM Tuning in Real-World Applications Alon Halfon Shai Gretz Ofir Arviv Artem Spector Orith Toledo-Ronen Yoav Katz L. Ein-Dor Michal Shmueli-Scheuer Noam Slonim 39 2 0 25 Jul 2024
Compact Language Models via Pruning and Knowledge Distillation Saurav Muralidharan Sharath Turuvekere Sreenivas Raviraj Joshi Marcin Chochowski M. Patwary M. Shoeybi Bryan Catanzaro Jan Kautz Pavlo Molchanov SyDa MQ 44 38 0 19 Jul 2024