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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
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained ModelsFindings (Findings), 2022 Jimin Sun Patrick Fernandes Xinyi Wang Graham Neubig 180 12 0 13 Oct 2022
Shapley Head Pruning: Identifying and Removing Interference in Multilingual TransformersConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 William B. Held Diyi Yang VLM 210 8 0 11 Oct 2022
Generative Language Models for Paragraph-Level Question GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados ELM 284 53 0 08 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and reviewNature Machine Intelligence (Nat. Mach. Intell.), 2022 Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Robert Bamler Zhijing Jin 548 130 0 06 Oct 2022
Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question AnsweringInternational Conference on Computational Linguistics (COLING), 2022 Priyanka Sen Alham Fikri Aji Amir Saffari LRM 244 89 0 04 Oct 2022
Language-Family Adapters for Low-Resource Multilingual Neural Machine Translation Alexandra Chronopoulou Dario Stojanovski Kangyang Luo 259 22 0 30 Sep 2022
An Equal-Size Hard EM Algorithm for Diverse Dialogue GenerationInternational Conference on Learning Representations (ICLR), 2022 Yuqiao Wen Yongchang Hao Yanshuai Cao Lili Mou 270 14 0 29 Sep 2022
Bidirectional Language Models Are Also Few-shot LearnersInternational Conference on Learning Representations (ICLR), 2022 Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 202 67 0 29 Sep 2022
Multilingual Search with Subword TF-IDF A. Wangperawong 44 2 0 28 Sep 2022
MonoByte: A Pool of Monolingual Byte-level Language ModelsInternational Conference on Computational Linguistics (COLING), 2022 Hugo Queiroz Abonizio Leandro Rodrigues de Souza R. Lotufo Rodrigo Nogueira 143 2 0 22 Sep 2022
WeLM: A Well-Read Pre-trained Language Model for Chinese Hui Su Xiao Zhou Houjin Yu Xiaoyu Shen Yuwen Chen Zilin Zhu Yang Yu Jie Zhou 192 23 0 21 Sep 2022
PaLI: A Jointly-Scaled Multilingual Language-Image ModelInternational Conference on Learning Representations (ICLR), 2022 Xi Chen Tianlin Li Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 678 896 0 14 Sep 2022
Language Chameleon: Transformation analysis between languages using Cross-lingual Post-training based on Pre-trained language models Suhyune Son Chanjun Park Jungseob Lee Midan Shim Chanhee Lee Yoonna Jang Jaehyung Seo Heu-Jeoung Lim 171 0 0 14 Sep 2022
MuMUR : Multilingual Multimodal Universal Retrieval Avinash Madasu Estelle Aflalo Gabriela Ben-Melech Stan Shachar Rosenman Shao-Yen Tseng Gedas Bertasius Vasudev Lal 334 6 0 24 Aug 2022
Massively Multilingual Lexical Specialization of Multilingual TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Tommaso Green Simone Paolo Ponzetto Goran Glavaš 384 0 0 01 Aug 2022
Language Modelling with PixelsInternational Conference on Learning Representations (ICLR), 2022 Phillip Rust Jonas F. Lotz Emanuele Bugliarello Elizabeth Salesky Miryam de Lhoneux Desmond Elliott VLM 283 56 0 14 Jul 2022
"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer Shanu Kumar Sandipan Dandapat Monojit Choudhury 240 7 0 30 Jun 2022
What a Creole Wants, What a Creole NeedsInternational Conference on Language Resources and Evaluation (LREC), 2022 Heather Lent Kelechi Ogueji Miryam de Lhoneux Orevaoghene Ahia Anders Søgaard 187 35 0 01 Jun 2022
Generalizing Multimodal Pre-training into Multilingual via Language Acquisition Liang Zhang Anwen Hu Qin Jin VLM 129 6 0 29 May 2022
Evaluating the Diversity, Equity and Inclusion of NLP Technology: A Case Study for Indian LanguagesFindings (Findings), 2022 Simran Khanuja Sebastian Ruder Partha P. Talukdar 513 24 0 25 May 2022
Discovering Language-neutral Sub-networks in Multilingual Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Negar Foroutan Mohammadreza Banaei R. Lebret Antoine Bosselut Karl Aberer LRM 232 27 0 25 May 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Tu Vu Aditya Barua Brian Lester Daniel Cer Mohit Iyyer Noah Constant CLL 305 70 0 25 May 2022
Investigating Information Inconsistency in Multilingual Open-Domain Question Answering Shramay Palta Haozhe An Yifan Yang Shuaiyi Huang Maharshi Gor 161 1 0 25 May 2022
History Compression via Language Models in Reinforcement LearningInternational Conference on Machine Learning (ICML), 2022 Fabian Paischer Thomas Adler Vihang Patil Angela Bitto-Nemling Markus Holzleitner Sebastian Lehner Hamid Eghbalzadeh Sepp Hochreiter OffRL AI4TS 467 49 0 24 May 2022
The Importance of Being Parameters: An Intra-Distillation Method for Serious GainsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Haoran Xu Philipp Koehn Kenton W. Murray MoMe 99 7 0 23 May 2022
Cross-lingual Lifelong LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Meryem M'hamdi Xiang Ren Jonathan May CLL 192 12 0 23 May 2022
Harnessing Multilingual Resources to Question Answering in Arabic Khalid Alnajjar Mika Hämäläinen RALM 128 2 0 16 May 2022
Beyond Static Models and Test Sets: Benchmarking the Potential of Pre-trained Models Across Tasks and Languages Kabir Ahuja Sandipan Dandapat Sunayana Sitaram Monojit Choudhury LRM 178 18 0 12 May 2022
Lifting the Curse of Multilinguality by Pre-training Modular TransformersNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Jonas Pfeiffer Naman Goyal Xi Lin Xian Li James Cross Sebastian Riedel Mikel Artetxe LRM 205 158 0 12 May 2022
Multi Task Learning For Zero Shot Performance Prediction of Multilingual ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Kabir Ahuja Shanu Kumar Sandipan Dandapat Monojit Choudhury 148 30 0 12 May 2022
Enhancing Cross-lingual Transfer by Manifold MixupInternational Conference on Learning Representations (ICLR), 2022 Huiyun Yang Huadong Chen Hao Zhou Lei Li AAML 144 46 0 09 May 2022
Polyglot Prompt: Multilingual Multitask PrompTrainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jinlan Fu See-Kiong Ng Pengfei Liu 154 13 0 29 Apr 2022
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer Haoran Xu Kenton W. Murray 144 12 0 29 Apr 2022
Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks Ruixiang Cui Daniel Hershcovich Anders Søgaard 199 16 0 22 Apr 2022
On the Representation Collapse of Sparse Mixture of ExpertsNeural Information Processing Systems (NeurIPS), 2022 Zewen Chi Li Dong Shaohan Huang Damai Dai Shuming Ma ... Payal Bajaj Xia Song Xian-Ling Mao Heyan Huang Furu Wei MoMe MoE 233 129 0 20 Apr 2022
ALBETO and DistilBETO: Lightweight Spanish Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2022 J. Canete S. Donoso Felipe Bravo-Marquez Andrés Carvallo Vladimir Araujo 182 24 0 19 Apr 2022
On The Cross-Modal Transfer from Natural Language to Code through Adapter ModulesIEEE International Conference on Program Comprehension (ICPC), 2022 Divyam Goel Raman Grover Fatemeh H. Fard 111 20 0 19 Apr 2022
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Jack G. M. FitzGerald C. Hench Charith Peris Scott Mackie Kay Rottmann ... Laurie Crist Misha Britan Wouter Leeuwis Gokhan Tur Premkumar Natarajan 203 169 0 18 Apr 2022
Language Contamination Helps Explain the Cross-lingual Capabilities of English Pretrained ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Terra Blevins Luke Zettlemoyer 273 103 0 17 Apr 2022
AfriWOZ: Corpus for Exploiting Cross-Lingual Transferability for Generation of Dialogues in Low-Resource, African Languages Tosin Adewumi Mofetoluwa Adeyemi Aremu Anuoluwapo Bukola Peters Happy Buzaaba ... Phylis Ngigi Orevaoghene Ahia Ruqayya Nasir F. Liwicki Marcus Liwicki 146 2 0 17 Apr 2022
WikiOmnia: generative QA corpus on the whole Russian WikipediaIEEE Games Entertainment Media Conference (GEM), 2022 D. Pisarevskaya Tatiana Shavrina 181 2 0 17 Apr 2022
mGPT: Few-Shot Learners Go MultilingualTransactions of the Association for Computational Linguistics (TACL), 2022 Oleh Shliazhko Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Anastasia Kozlova Tatiana Shavrina 324 184 0 15 Apr 2022
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot TransferEuropean Conference on Information Retrieval (ECIR), 2022 Pavel Efimov Leonid Boytsov E. Arslanova Pavel Braslavski 164 10 0 13 Apr 2022
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State TrackingFindings (Findings), 2022 Han Zhou Ignacio Iacobacci Pasquale Minervini 253 3 0 12 Apr 2022
Bridging the Gap between Language Models and Cross-Lingual Sequence LabelingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Polydoros Giannouris Linjun Shou Ming Gong Jian Pei Daxin Jiang 195 10 0 11 Apr 2022
Resources for Turkish Natural Language Processing: A critical surveyLanguage Resources and Evaluation (LRE), 2022 Çağrı Çöltekin A. Seza Doğruöz Özlem Çetinoğlu 173 22 0 11 Apr 2022
Team ÚFAL at CMCL 2022 Shared Task: Figuring out the correct recipe for predicting Eye-Tracking features using Pretrained Language ModelsWorkshop on Cognitive Modeling and Computational Linguistics (CMCL), 2022 Sunit Bhattacharya Rishu Kumar Ondrej Bojar 87 2 0 11 Apr 2022
Adapting BigScience Multilingual Model to Unseen Languages Zheng-Xin Yong Vassilina Nikoulina 163 5 0 11 Apr 2022
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and EfficiencyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yanyang Li Fuli Luo Runxin Xu Songfang Huang Fei Huang Liwei Wang 133 3 0 06 Apr 2022
Towards Best Practices for Training Multilingual Dense Retrieval Models Xinyu Crystina Zhang Kelechi Ogueji Xueguang Ma Jimmy J. Lin RALM 138 42 0 05 Apr 2022