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On the Cross-lingual Transferability of Monolingual Representations

Annual Meeting of the Association for Computational Linguistics (ACL), 2019

25 October 2019

Papers citing "On the Cross-lingual Transferability of Monolingual Representations"

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Title
M2QA: Multi-domain Multilingual Question Answering Leon Arne Engländer Hannah Sterz Clifton A. Poth Jonas Pfeiffer Ilia Kuznetsov Iryna Gurevych VLM 241 5 0 01 Jul 2024
Self-Translate-Train: A Simple but Strong Baseline for Cross-lingual Transfer of Large Language Models Ryokan Ri Shun Kiyono Sho Takase SyDa 133 0 0 29 Jun 2024
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models Peiqin Lin Marcely Zanon Boito Hinrich Schütze 486 0 0 29 Jun 2024
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment Orgest Xhelili Yihong Liu Hinrich Schütze 277 14 0 28 Jun 2024
CaLMQA: Exploring culturally specific long-form question answering across 23 languages Shane Arora Marzena Karpinska Hung-Ting Chen Ipsita Bhattacharjee Mohit Iyyer Eunsol Choi HILM 429 22 0 25 Jun 2024
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models Rishabh Maheshwary Vikas Yadav Hoang Nguyen Khyati Mahajan Sathwik Tejaswi Madhusudhan 448 7 0 24 Jun 2024
Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models Lynn Chua Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Pasin Manurangsi Amer Sinha Chulin Xie Chiyuan Zhang 448 9 0 23 Jun 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 458 12 0 22 Jun 2024
1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? Yue Huang Chenrui Fan Yuan Li Siyuan Wu Tianyi Zhou Xiangliang Zhang Lichao Sun 177 9 0 20 Jun 2024
On the Evaluation Practices in Multilingual NLP: Can Machine Translation Offer an Alternative to Human Translations? Rochelle Choenni Sara Rajaee Christof Monz Ekaterina Shutova 299 5 0 20 Jun 2024
Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language ModelsIEEE Access (IEEE Access), 2024 Akchay Srivastava Atif Memon ELM 207 2 0 19 Jun 2024
Probing the Emergence of Cross-lingual Alignment during LLM TrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Hetong Wang Pasquale Minervini Edoardo Ponti 334 28 0 19 Jun 2024
Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Pinzhen Chen Simon Yu Zhicheng Guo Barry Haddow ELM 351 3 0 18 Jun 2024
Multilingual Large Language Models and Curse of Multilinguality Daniil Gurgurov Tanja Bäumel Tatiana Anikina 292 11 0 15 Jun 2024
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Trinh Pham Khoi M. Le Luu Anh Tuan 357 4 0 14 Jun 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Holy Lovenia Rahmad Mahendra Salsabil Maulana Akbar Lester James V. Miranda Jennifer Santoso ... Genta Indra Winata Ruochen Zhang Fajri Koto Zheng-Xin Yong Samuel Cahyawijaya 483 33 0 14 Jun 2024
BertaQA: How Much Do Language Models Know About Local Culture? Julen Etxaniz Gorka Azkune A. Soroa Oier López de Lacalle Mikel Artetxe 244 17 0 11 Jun 2024
Decipherment-Aware Multilingual Learning in Jointly Trained Language Models Grandee Lee 226 1 0 11 Jun 2024
mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and HumansAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yusuke Sakai Hidetaka Kamigaito Taro Watanabe LRM 268 6 0 06 Jun 2024
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback Wen Lai Mohsen Mesgar Kangyang Luo LRM ALM 289 47 0 03 Jun 2024
Targeted Multilingual Adaptation for Low-resource Language Families C.M. Downey Terra Blevins Dhwani Serai Dwija Parikh Shane Steinert-Threlkeld 211 6 0 20 May 2024
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated DataInternational Conference on Computational Linguistics (COLING), 2024 Yihong Liu Chunlan Ma Haotian Ye Hinrich Schütze 224 7 0 16 May 2024
LlamaTurk: Adapting Open-Source Generative Large Language Models for Low-Resource Language Cagri Toraman VLM 261 8 0 13 May 2024
Zero-Shot Tokenizer TransferNeural Information Processing Systems (NeurIPS), 2024 Benjamin Minixhofer Edoardo Ponti Ivan Vulić VLM 266 25 0 13 May 2024
Akal Badi ya Bias: An Exploratory Study of Gender Bias in Hindi Language TechnologyConference on Fairness, Accountability and Transparency (FAccT), 2024 Rishav Hada Safiya Husain Varun Gumma Harshita Diddee Aditya Yadavalli ... Nidhi Kulkarni U. Gadiraju Aditya Vashistha Vivek Seshadri Kalika Bali 293 14 0 10 May 2024
UQA: Corpus for Urdu Question AnsweringInternational Conference on Language Resources and Evaluation (LREC), 2024 Samee Arif Sualeha Farid Awais Athar Agha Ali Raza 214 10 0 02 May 2024
Unknown Script: Impact of Script on Cross-Lingual Transfer Wondimagegnhue Tufa Ilia Markov Piek Vossen 362 2 0 29 Apr 2024
TIGQA:An Expert Annotated Question Answering Dataset in Tigrinya Hailay Teklehaymanot Dren Fazlija Niloy Ganguly Gourab K. Patro Wolfgang Nejdl 251 3 0 26 Apr 2024
IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages Harman Singh Nitish Gupta Shikhar Bharadwaj Dinesh Tewari Partha P. Talukdar ELM 230 51 0 25 Apr 2024
No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement Mateusz Klimaszewski Piotr Andruszkiewicz Alexandra Birch MoMe 257 5 0 24 Apr 2024
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? D. Zhu Pinzhen Chen Miaoran Zhang Barry Haddow Xiaoyu Shen Dietrich Klakow 184 21 0 22 Apr 2024
MahaSQuAD: Bridging Linguistic Divides in Marathi Question-Answering Ruturaj Ghatage Aditya Kulkarni Rajlaxmi Patil Sharvi Endait Raviraj Joshi 169 1 0 20 Apr 2024
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models Aitor Ormazabal Che Zheng Cyprien de Masson dÁutume Dani Yogatama Deyu Fu ... Yazheng Yang Yi Tay Yuqi Wang Zhongkai Zhu Zhihui Xie LRM VLM ReLM 235 63 0 18 Apr 2024
EuSQuAD: Automatically Translated and Aligned SQuAD2.0 for Basque Aitor García-Pablos Naiara Pérez Montse Cuadros Jaione Bengoetxea 240 0 0 18 Apr 2024
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment Geyu Lin Bin Wang Zhengyuan Liu Nancy F. Chen 364 14 0 18 Apr 2024
GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning Amani Namboori Shivam Mangale Andrew Rosenbaum Saleh Soltan 189 3 0 14 Apr 2024
Synthetic Dataset Creation and Fine-Tuning of Transformer Models for Question Answering in Serbian Aleksa Cvetanović Predrag Tadić 117 1 0 12 Apr 2024
Measuring Cross-lingual Transfer in Bytes Leandro Rodrigues de Souza Thales Sales Almeida R.A. Lotufo Rodrigo Nogueira CLL 127 3 0 12 Apr 2024
PORTULAN ExtraGLUE Datasets and Models: Kick-starting a Benchmark for the Neural Processing of Portuguese T. Osório Bernardo Leite Henrique Lopes Cardoso Luís Gomes João Rodrigues Rodrigo Santos António Branco 340 5 0 08 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Hai-Tao Zheng Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 359 55 0 07 Apr 2024
KazQAD: Kazakh Open-Domain Question Answering Dataset Rustem Yeshpanov Pavel Efimov Leonid Boytsov Ardak Shalkarbayuli Pavel Braslavski RALM 161 10 0 06 Apr 2024
Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer Hele-Andra Kuulmets Taido Purason Agnes Luhtaru Mark Fishel 223 26 0 05 Apr 2024
Sailor: Open Language Models for South-East AsiaConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Longxu Dou Qian Liu Guangtao Zeng Jia Guo Jiahui Zhou Wei Lu Min Lin LRM 268 16 0 04 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 422 90 0 01 Apr 2024
WangchanLion and WangchanX MRC Eval Wannaphong Phatthiyaphaibun Surapon Nonesung Patomporn Payoungkhamdee Peerat Limkonchotiwat Can Udomcharoenchaikit Jitkapat Sawatphol Chompakorn Chaksangchaichot Ekapol Chuangsuwanich Sarana Nutanong 295 0 0 24 Mar 2024
Fine-tuning Large Language Models with Sequential InstructionsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Hanxu Hu Simon Yu Pinzhen Chen Edoardo Ponti ALM LRM 391 21 0 12 Mar 2024
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual SimilarityInternational Conference on Language Resources and Evaluation (LREC), 2024 Shochro Hoshino Akihiko Kato Soichiro Murakami Peinan Zhang 146 1 0 08 Mar 2024
A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data Sets Tanja Samardzic Ximena Gutierrez-Vasques Christian Bentz Steven Moran Olga Pelloni 220 10 0 06 Mar 2024
From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models Luiza Amador Pozzobon Patrick Lewis Sara Hooker Beyza Ermis 256 17 0 06 Mar 2024
Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ Carolin Holtermann Paul Röttger Timm Dill Anne Lauscher ELM LRM 271 33 0 06 Mar 2024