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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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Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 injuan Wu Shaojuan Wu Xiaowang Zhang Deyi Xiong Shizhan Chen Zhiqiang Zhuang Zhiyong Feng 109 17 0 03 Apr 2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in IndonesiaAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Alham Fikri Aji Genta Indra Winata Fajri Koto Samuel Cahyawijaya Ade Romadhony ... David Moeljadi Radityo Eko Prasojo Timothy Baldwin Jey Han Lau Sebastian Ruder 218 124 0 24 Mar 2022
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual TransferabilityAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yoshinari Fujinuma Jordan L. Boyd-Graber Katharina Kann AAML 256 29 0 21 Mar 2022
Pretraining with Artificial Language: Studying Transferable Knowledge in Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ryokan Ri Yoshimasa Tsuruoka 209 32 0 19 Mar 2022
$Meta-X$_{NLG}$: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation$ Meta-X $_{NLG}$ : A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and GenerationFindings (Findings), 2022 Kaushal Kumar Maurya M. Desarkar 207 9 0 19 Mar 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language UnderstandingFindings (Findings), 2022 Milan Gritta Ruoyu Hu Ignacio Iacobacci 174 13 0 18 Mar 2022
Combining Static and Contextualised Multilingual EmbeddingsFindings (Findings), 2022 Katharina Hämmerl Jindrich Libovický Kangyang Luo 209 16 0 17 Mar 2022
Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language StructureAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yuan Chai Yaobo Liang Nan Duan LRM 158 26 0 16 Mar 2022
Does Corpus Quality Really Matter for Low-Resource Languages?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Mikel Artetxe Itziar Aldabe Rodrigo Agerri Olatz Perez-de-Viñaspre Aitor Soroa Etxabe 207 21 0 15 Mar 2022
IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Aman Kumar Himani Shrotriya P. Sahu Mary Dabre Ratish Puduppully Anoop Kunchukuttan Amogh Mishra Mitesh M. Khapra Pratyush Kumar 223 50 0 10 Mar 2022
Plumeria at SemEval-2022 Task 6: Robust Approaches for Sarcasm Detection for English and Arabic Using Transformers and Data Augmentation S. Nigam Mosab Shaheen 79 5 0 08 Mar 2022
Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Vaidehi Patil Partha P. Talukdar Sunita Sarawagi 269 29 0 03 Mar 2022
Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training Ziqing Yang Yiming Cui Zhigang Chen Shijin Wang VLM 251 3 0 28 Feb 2022
Oolong: Investigating What Makes Transfer Learning Hard with Controlled StudiesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhengxuan Wu Alex Tamkin Isabel Papadimitriou 231 14 0 24 Feb 2022
What are the best systems? New perspectives on NLP Benchmarking Pierre Colombo Nathan Noiry Ekhine Irurozki Nathan Huet 412 43 0 08 Feb 2022
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the OceanInternational Conference on Information and Knowledge Management (CIKM), 2021 André F. A. Paschoal Paulo Pirozelli Valdinei Freire K. V. Delgado S. M. Peres ... Flávio Nakasato A. Oliveira A. Brandão A. H. R. Costa Fabio Gagliardi Cozman RALM 106 18 0 04 Feb 2022
JaQuAD: Japanese Question Answering Dataset for Machine Reading Comprehension ByungHoon So Kyuhong Byun Kyungwon Kang Seongjin Cho RALM 154 10 0 03 Feb 2022
Does Transliteration Help Multilingual Language Modeling?Findings (Findings), 2022 Ibraheem Muhammad Moosa Mahmud Elahi Akhter Ashfia Binte Habib 301 14 0 29 Jan 2022
Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent DomainsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Alon Albalak Sharon Levy Wenjie Wang LRM 145 4 0 26 Jan 2022
Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource LanguagesICON (ICON), 2021 Hariom A. Pandya Bhavik Ardeshna Brijesh S. Bhatt 212 7 0 18 Dec 2021
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models Benjamin Minixhofer Fabian Paischer Navid Rekabsaz 295 103 0 13 Dec 2021
Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehension Shusheng Xu Yichen Liu Xiaoyuan Yi Siyuan Zhou Huizi Li Yi Wu ELM 166 3 0 13 Dec 2021
Semantic Search as Extractive Paraphrase Span Detection Jenna Kanerva Hanna Kitti Li-Hsin Chang Teemu Vahtola Mathias Creutz Filip Ginter 141 3 0 09 Dec 2021
Dataset Geography: Mapping Language Data to Language UsersAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Fahim Faisal Yinkai Wang Antonios Anastasopoulos 179 27 0 07 Dec 2021
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph Liyan Xu Xuchao Zhang Bo Zong Yanchi Liu Wei Cheng Jingchao Ni Haifeng Chen Bo Pan Jinho Choi 272 4 0 01 Dec 2021
Enhancing Multilingual Language Model with Massive Multilingual Knowledge TriplesConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Linlin Liu Xin Li Ruidan He Lidong Bing Shafiq Joty Luo Si KELM 284 18 0 22 Nov 2021
Automated question generation and question answering from Turkish texts Fatih Çagatay Akyön Ali Devrim Ekin Çavusoglu Cemil Cengiz S. Altinuc A. Temi̇zel 239 16 0 11 Nov 2021
Training Cross-Lingual embeddings for Setswana and Sepedi Mack Makgatho Vukosi Marivate T. Sefara Valencia Wagner AI4TS 124 4 0 11 Nov 2021
Cross-language Information Retrieval P. Galuscáková Douglas W. Oard Suraj Nair 203 0 0 10 Nov 2021
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding Qianying Liu Fei Cheng Sadao Kurohashi 110 1 0 10 Nov 2021
UQuAD1.0: Development of an Urdu Question Answering Training Data for Machine Reading Comprehension S. Kazi S. Khoja 98 14 0 02 Nov 2021
When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual TransferNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Ameet Deshpande Partha P. Talukdar Karthik Narasimhan 297 49 0 27 Oct 2021
Continual Learning in Multilingual NMT via Language-Specific EmbeddingsConference on Machine Translation (WMT), 2021 Alexandre Berard CLL 154 22 0 20 Oct 2021
Predicting the Performance of Multilingual NLP Models A. Srinivasan Sunayana Sitaram T. Ganu Sandipan Dandapat Kalika Bali Monojit Choudhury LRM 117 34 0 17 Oct 2021
Multilingual unsupervised sequence segmentation transfers to extremely low-resource languages C.M. Downey Shannon Drizin Levon Haroutunian Shivin Thukral 133 2 0 16 Oct 2021
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka 232 34 0 15 Oct 2021
Breaking Down Multilingual Machine Translation Ting-Rui Chiang Yi-Pei Chen Yi-Ting Yeh Graham Neubig 135 15 0 15 Oct 2021
Composable Sparse Fine-Tuning for Cross-Lingual Transfer Alan Ansell Edoardo Ponti Anna Korhonen Ivan Vulić CLL MoE 286 166 0 14 Oct 2021
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation Benjamin Muller Luca Soldaini Rik Koncel-Kedziorski Eric Lind Alessandro Moschitti LRM 179 10 0 14 Oct 2021
Småprat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning Tosin Adewumi Rickard Brannvall Nosheen Abid M. Pahlavan Sana Sabah Sabry F. Liwicki Marcus Liwicki 96 21 0 12 Oct 2021
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings Sawsan Alqahtani Garima Lalwani Yi Zhang Salvatore Romeo Saab Mansour OT 121 28 0 06 Oct 2021
Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance Karthikeyan K Aalok Sathe Somak Aditya Monojit Choudhury LRM 158 10 0 05 Oct 2021
More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering Yang Bai D. Wang 269 13 0 25 Sep 2021
SD-QA: Spoken Dialectal Question Answering for the Real WorldConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Fahim Faisal Sharlina Keshava ibn Alam Antonios Anastasopoulos 245 40 0 24 Sep 2021
Investigating Post-pretraining Representation Alignment for Cross-Lingual Question AnsweringWorkshop on Machine Reading for Question Answering (MRQA), 2021 Fahim Faisal Antonios Anastasopoulos 132 4 0 24 Sep 2021
Cross-Lingual Language Model Meta-Pretraining Zewen Chi Heyan Huang Luyang Liu Yu Bai Xian-Ling Mao LRM 370 0 0 23 Sep 2021
BiRdQA: A Bilingual Dataset for Question Answering on Tricky RiddlesAAAI Conference on Artificial Intelligence (AAAI), 2021 Yunxiang Zhang Xiaojun Wan 256 15 0 23 Sep 2021
BERT Cannot Align Characters Antonis Maronikolakis Philipp Dufter Hinrich Schütze 105 1 0 20 Sep 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation Zeming Liu Haifeng Wang Zheng-Yu Niu Hua Wu Wanxiang Che 148 69 0 18 Sep 2021
Task-adaptive Pre-training of Language Models with Word Embedding Regularization Kosuke Nishida Kyosuke Nishida Sen Yoshida VLM 190 8 0 17 Sep 2021

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On the Cross-lingual Transferability of Monolingual Representations

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