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
Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings Isabelle Mohr Markus Krimmel Saba Sturua Mohammad Kalim Akram Andreas Koukounas ... Susana Guzman Bo Wang Maximilian Werk Nan Wang Han Xiao 35 15 0 26 Feb 2024
Should We Respect LLMs? A Cross-Lingual Study on the Influence of Prompt Politeness on LLM Performance Ziqi Yin Hao Wang Kaito Horio Daisuke Kawahara Satoshi Sekine 49 21 0 22 Feb 2024
Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks Nadezhda Chirkova Vassilina Nikoulina 26 7 0 19 Feb 2024
Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages Yuan Zhang Yile Wang Zijun Liu Shuo Wang Xiaolong Wang Peng Li Maosong Sun Yang Liu LRM 35 11 0 19 Feb 2024
An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference Atsuki Yamaguchi Aline Villavicencio Nikolaos Aletras 27 7 0 16 Feb 2024
SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages N. Ousidhoum Shamsuddeen Hassan Muhammad Mohamed Abdalla Idris Abdulmumin I. Ahmad ... Hailegnaw Getaneh Tilaye Krishnapriya Vishnubhotla Genta Indra Winata Seid Muhie Yimam Saif M. Mohammad 51 39 0 13 Feb 2024
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets Israel Abebe Azime A. Tonja Tadesse Destaw Belay Mitiku Yohannes Fuge A. Wassie Eyasu Shiferaw Jada Yonas Chanie W. Sewunetie Seid Muhie Yimam 27 1 0 12 Feb 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning Shivalika Singh Freddie Vargus Daniel D'souza Börje F. Karlsson Abinaya Mahendiran ... Max Bartolo Julia Kreutzer Ahmet Üstün Marzieh Fadaee Sara Hooker 122 118 0 09 Feb 2024
RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization Jaavid Aktar Husain Raj Dabre Aswanth Kumar Jay Gala Thanmay Jayakumar Ratish Puduppully Anoop Kunchukuttan 38 12 0 25 Jan 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models Weixiang Zhao Shilong Wang Yulin Hu Yanyan Zhao Bing Qin Xuanyu Zhang Qing Yang Dongliang Xu Wanxiang Che KELM CLL 34 11 0 16 Jan 2024
MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models Divyanshu Aggarwal Ashutosh Sathe Ishaan Watts Sunayana Sitaram 35 1 0 15 Jan 2024
Cheetah: Natural Language Generation for 517 African Languages Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed 29 4 0 02 Jan 2024
Automatic Data Retrieval for Cross Lingual Summarization Nikhilesh Bhatnagar Ashok Urlana Vandan Mujadia Pruthwik Mishra D. Sharma 32 0 0 22 Dec 2023
Typhoon: Thai Large Language Models Kunat Pipatanakul Phatrasek Jirabovonvisut Potsawee Manakul Sittipong Sripaisarnmongkol Ruangsak Patomwong Pathomporn Chokchainant Kasima Tharnpipitchai 48 16 0 21 Dec 2023
Supervising the Centroid Baseline for Extractive Multi-Document Summarization Simão Gonçalves Gonçalo M. Correia Diogo Pernes Afonso Mendes 24 1 0 29 Nov 2023
Mukhyansh: A Headline Generation Dataset for Indic Languages Lokesh Madasu Gopichand Kanumolu Nirmal Surange Manish Shrivastava 31 4 0 29 Nov 2023
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text Yanzhu Guo Guokan Shang Michalis Vazirgiannis Chloé Clavel 34 50 0 16 Nov 2023
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
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Yixin Liu Alexander R. Fabbri Jiawen Chen Yilun Zhao Simeng Han Chenyu You Pengfei Liu Dragomir R. Radev Chien-Sheng Wu Arman Cohan ELM 46 58 0 15 Nov 2023
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study Chenxi Whitehouse Fantine Huot Jasmijn Bastings Mostafa Dehghani Chu-Cheng Lin Mirella Lapata 24 6 0 14 Nov 2023
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks Sanchit Ahuja Divyanshu Aggarwal Varun Gumma Ishaan Watts Ashutosh Sathe ... Rishav Hada Prachi Jain Maxamed Axmed Kalika Bali Sunayana Sitaram ELM 42 39 0 13 Nov 2023
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 108 10 0 11 Nov 2023
Efficiently Adapting Pretrained Language Models To New Languages Zoltan Csaki Pian Pawakapan Urmish Thakker Qiantong Xu CLL 36 17 0 09 Nov 2023
Crosslingual Retrieval Augmented In-context Learning for Bangla Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 57 7 0 01 Nov 2023
The Eval4NLP 2023 Shared Task on Prompting Large Language Models as Explainable Metrics Christoph Leiter Juri Opitz Daniel Deutsch Yang Gao Rotem Dror Steffen Eger ALM LRM ELM 40 31 0 30 Oct 2023
MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments Debtanu Datta Shubham Soni Rajdeep Mukherjee Saptarshi Ghosh ELM AILaw 70 6 0 28 Oct 2023
GlotLID: Language Identification for Low-Resource Languages Amir Hossein Kargaran Ayyoob Imani François Yvon Hinrich Schütze 27 10 0 24 Oct 2023
Octopus: A Multitask Model and Toolkit for Arabic Natural Language Generation AbdelRahim Elmadany El Moatez Billah Nagoudi Muhammad Abdul-Mageed RALM 40 10 0 24 Oct 2023
Empirical study of pretrained multilingual language models for zero-shot cross-lingual knowledge transfer in generation Nadezhda Chirkova Sheng Liang Vassilina Nikoulina 19 0 0 15 Oct 2023
Critique Ability of Large Language Models Liangchen Luo Zi Lin Yinxiao Liu Lei Shu Yun Zhu Jingbo Shang Lei Meng AI4MH LRM ELM 24 13 0 07 Oct 2023
Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models Tianjian Li Haoran Xu Philipp Koehn Daniel Khashabi Kenton W. Murray 38 4 0 02 Oct 2023
BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP M. Kabir Mohammed Saidul Islam Md Tahmid Rahman Laskar Mir Tafseer Nayeem M Saiful Bari Enamul Hoque LM&MA 24 15 0 22 Sep 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
Sequence-to-Sequence Spanish Pre-trained Language Models Vladimir Araujo Maria Mihaela Truşcǎ Rodrigo Tufino Marie-Francine Moens 32 2 0 20 Sep 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt Yucheng Cai Wentao Ma Yuchuan Wu Shuzheng Si Yuan Shao Zhijian Ou Yongbin Li 43 3 0 20 Sep 2023
How to Generate Popular Post Headlines on Social Media? Zhouxiang Fang Min Yu Zhendong Fu Boning Zhang Xuanwen Huang Xiaoqi Tang Yang Yang 18 6 0 18 Sep 2023
Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation Generation Aman Rangapur Haoran Wang Ling Jian Kai Shu 30 14 0 15 Sep 2023
BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models Wei Qi Leong Jian Gang Ngui Yosephine Susanto Hamsawardhini Rengarajan Kengatharaiyer Sarveswaran William-Chandra Tjhi 29 9 0 12 Sep 2023
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants Lucas Bandarkar Davis Liang Benjamin Muller Mikel Artetxe Satya Narayan Shukla Don Husa Naman Goyal Abhinandan Krishnan Luke Zettlemoyer Madian Khabsa 30 133 0 31 Aug 2023
Rank Your Summaries: Enhancing Bengali Text Summarization via Ranking-based Approach G. M. Shahariar Tonmoy Talukder Rafin Alam Rouf Shawon 16 0 0 14 Jul 2023
Tackling Fake News in Bengali: Unraveling the Impact of Summarization vs. Augmentation on Pre-trained Language Models Arman Sakif Chowdhury G. M. Shahariar Ahammed Tarik Aziz Syed Mohibul Alam Md. Azad Sheikh Tanveer Ahmed Belal 27 0 0 13 Jul 2023
KL-Divergence Guided Temperature Sampling Chung-Ching Chang David Reitter Renat Aksitov Yun-hsuan Sung HILM 31 6 0 02 Jun 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning Shentao Yang Shujian Zhang Congying Xia Yihao Feng Caiming Xiong Mi Zhou 29 23 0 01 Jun 2023
Dolphin: A Challenging and Diverse Benchmark for Arabic NLG El Moatez Billah Nagoudi AbdelRahim Elmadany Ahmed Oumar El-Shangiti Muhammad Abdul-Mageed LM&MA 38 17 0 24 May 2023
GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP Md. Tawkat Islam Khondaker Abdul Waheed El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM LM&MA 32 62 0 24 May 2023
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 44 54 0 24 May 2023
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations Jonas Pfeiffer Francesco Piccinno Massimo Nicosia Xinyi Wang Machel Reid Sebastian Ruder VLM LRM 36 27 0 23 May 2023
$μ$ PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge Fantine Huot Joshua Maynez Chris Alberti Reinald Kim Amplayo Priyanka Agrawal Constanza Fierro Shashi Narayan Mirella Lapata 25 7 0 23 May 2023
An Open Dataset and Model for Language Identification Laurie Burchell Alexandra Birch Nikolay Bogoychev Kenneth Heafield 6 32 0 23 May 2023
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models Orevaoghene Ahia Sachin Kumar Hila Gonen Jungo Kasai David R. Mortensen Noah A. Smith Yulia Tsvetkov 51 82 0 23 May 2023