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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
Crosslingual Structural Priming and the Pre-Training Dynamics of Bilingual Language Models Catherine Arnett Tyler A. Chang J. Michaelov Benjamin Bergen 119 0 0 11 Oct 2023
Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation François Remy Pieter Delobelle Bettina Berendt Kris Demuynck Thomas Demeester 165 6 0 05 Oct 2023
Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge Distillation C. Carrino Carlos Escolano José A. R. Fonollosa 137 1 0 29 Sep 2023
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems Leonardo Ranaldi Fabio Massimo Zanzotto 201 6 0 21 Sep 2023
Self-Augmentation Improves Zero-Shot Cross-Lingual TransferInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Fei Wang Kuan-Hao Huang Kai-Wei Chang Muhao Chen 133 6 0 19 Sep 2023
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from ScratchScience China Information Sciences (Sci China Inf Sci), 2023 Juntao Li Zecheng Tang Yuyang Ding Pinzheng Wang Pei Guo ... Wenliang Chen Guohong Fu Qiaoming Zhu Guodong Zhou Hao Fei 332 7 0 19 Sep 2023
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning Meryem M'hamdi Jonathan May Franck Dernoncourt Trung Bui Seunghyun Yoon FedML 159 2 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 261 12 0 12 Sep 2023
Embedding structure matters: Comparing methods to adapt multilingual vocabularies to new languages C.M. Downey Terra Blevins Nora Goldfine Shane Steinert-Threlkeld 205 12 0 09 Sep 2023
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Lucas Bandarkar Davis Liang Benjamin Muller Mikel Artetxe Satya Narayan Shukla Don Husa Naman Goyal Abhinandan Krishnan Luke Zettlemoyer Madian Khabsa 324 229 0 31 Aug 2023
Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following demonstrationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Leonardo Ranaldi Giulia Pucci André Freitas 192 44 0 27 Aug 2023
Breaking Language Barriers: A Question Answering Dataset for Hindi and Marathi Maithili Sabane Onkar Litake Amanat Chadha 360 4 0 19 Aug 2023
Bringing order into the realm of Transformer-based language models for artificial intelligence and lawArtificial Intelligence and Law (ICAIL), 2023 C. M. Greco Andrea Tagarelli AILaw 201 39 0 10 Aug 2023
Extrapolating Large Language Models to Non-English by Aligning Languages Wenhao Zhu Yunzhe Lv Qingxiu Dong Fei Yuan Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen Lei Li 249 84 0 09 Aug 2023
Spanish Pre-trained BERT Model and Evaluation Data J. Cañete Gabriel Chaperon Rodrigo Fuentes Jou-Hui Ho Hojin Kang Jorge Pérez 207 732 0 06 Aug 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Viet Dac Lai Chien Van Nguyen Nghia Trung Ngo Thuat Nguyen Franck Dernoncourt Ryan Rossi Thien Huu Nguyen ALM 345 194 0 29 Jul 2023
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word RepresentationsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Gábor Berend 164 11 0 25 Jul 2023
MegaWika: Millions of reports and their sources across 50 diverse languages Samuel Barham Orion Weller Michelle Yuan Kenton W. Murray M. Yarmohammadi ... Alexander Martin Anqi Liu Aaron Steven White Jordan L. Boyd-Graber Benjamin Van Durme SyDa 152 11 0 13 Jul 2023
Improving Language Plasticity via Pretraining with Active ForgettingNeural Information Processing Systems (NeurIPS), 2023 Yihong Chen Kelly Marchisio Roberta Raileanu David Ifeoluwa Adelani Pontus Stenetorp Sebastian Riedel Mikel Artetx KELM AI4CE CLL 372 38 0 03 Jul 2023
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse PromptsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Xuan-Phi Nguyen Sharifah Mahani Aljunied Shafiq Joty Lidong Bing 258 52 0 20 Jun 2023
Soft Language Clustering for Multilingual Model Pre-trainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jiali Zeng Yu Jiang Yongjing Yin Yingqi Jing Fandong Meng Binghuai Lin Yunbo Cao Jie Zhou 100 4 0 13 Jun 2023
Lost in Translation: Large Language Models in Non-English Content Analysis Gabriel Nicholas Aliya Bhatia ELM 257 53 0 12 Jun 2023
Language Versatilists vs. Specialists: An Empirical Revisiting on Multilingual Transfer Ability Jiacheng Ye Xijia Tao Lingpeng Kong LRM 195 32 0 11 Jun 2023
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text ClassificationTransactions of the Association for Computational Linguistics (TACL), 2023 Inigo Jauregi Unanue Gholamreza Haffari Massimo Piccardi VLM 133 14 0 08 Jun 2023
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yusen Zhang Jun Wang Zhiguo Wang Rui Zhang VLM 259 11 0 07 Jun 2023
Cross-Lingual Transfer with Target Language-Ready Task AdaptersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Marinela Parović Alan Ansell Ivan Vulić Anna Korhonen 171 14 0 05 Jun 2023
Distilling Efficient Language-Specific Models for Cross-Lingual TransferAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Alan Ansell Edoardo Ponti Anna Korhonen Ivan Vulić 210 6 0 02 Jun 2023
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a SolutionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tianjian Li Kenton W. Murray 219 28 0 27 May 2023
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A ReviewAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Fred Philippy Siwen Guo Shohreh Haddadan LRM 224 51 0 26 May 2023
Cross-lingual QA: A Key to Unlocking In-context Cross-lingual Performance Sunkyoung Kim Dayeon Ki Yireun Kim Jinsik Lee LRM 163 4 0 24 May 2023
On Degrees of Freedom in Defining and Testing Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Saku Sugawara S. Tsugita ELM 283 2 0 24 May 2023
An Efficient Multilingual Language Model Compression through Vocabulary TrimmingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Asahi Ushio Yi Zhou Jose Camacho-Collados 331 15 0 24 May 2023
Dolphin: A Challenging and Diverse Benchmark for Arabic NLGConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 El Moatez Billah Nagoudi AbdelRahim Elmadany Ahmed Oumar El-Shangiti Muhammad Abdul-Mageed LM&MA 243 26 0 24 May 2023
LAraBench: Benchmarking Arabic AI with Large Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Ahmed Abdelali Hamdy Mubarak Shammur A. Chowdhury Maram Hasanain Basel Mousi ... Yousseif Elshahawy Ahmed M. Ali Nadir Durrani Natasa Milic-Frayling Firoj Alam ELM LM&MA 134 30 0 24 May 2023
GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLPConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Md. Tawkat Islam Khondaker Abdul Waheed El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM LM&MA 202 82 0 24 May 2023
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual TransferNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 287 80 0 24 May 2023
GlobalBench: A Benchmark for Global Progress in Natural Language ProcessingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yueqi Song Catherine Cui Simran Khanuja Pengfei Liu Fahim Faisal ... Alham Fikri Aji Samuel Cahyawijaya Yulia Tsvetkov Antonios Anastasopoulos Graham Neubig 252 10 0 24 May 2023
LLM-powered Data Augmentation for Enhanced Cross-lingual PerformanceConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Chenxi Whitehouse Monojit Choudhury Alham Fikri Aji SyDa LRM 237 91 0 23 May 2023
mmT5: Modular Multilingual Pre-Training Solves Source Language HallucinationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jonas Pfeiffer Francesco Piccinno Massimo Nicosia Xinyi Wang Machel Reid Sebastian Ruder VLM LRM 248 32 0 23 May 2023
Condensing Multilingual Knowledge with Lightweight Language-Specific ModulesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Haoran Xu Weiting Tan Shuyue Stella Li Yunmo Chen Benjamin Van Durme Philipp Koehn Kenton W. Murray 271 7 0 23 May 2023
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Cheikh M. Bamba Dione David Ifeoluwa Adelani Peter Nabende Jesujoba Oluwadara Alabi Thapelo Sindane ... Seydou T. Traoré C. Uchechukwu Aliyu Yusuf M. Abdullahi Dietrich Klakow 264 18 0 23 May 2023
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Orevaoghene Ahia Sachin Kumar Hila Gonen Jungo Kasai David R. Mortensen Noah A. Smith Yulia Tsvetkov 249 136 0 23 May 2023
mPMR: A Multilingual Pre-trained Machine Reader at ScaleAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Weiwen Xu Xin Li Wai Lam Lidong Bing LRM 146 6 0 23 May 2023
DUMB: A Benchmark for Smart Evaluation of Dutch Models Wietse de Vries Martijn B. Wieling Malvina Nissim ELM ALM MoE 193 8 0 22 May 2023
VNHSGE: VietNamese High School Graduation Examination Dataset for Large Language Models Dao Xuan-Quy Le Ngoc-Bich Vo The-Duy Phan Xuan-Dung Ngo Bac-Bien Nguyen Van-Tien Nguyen Thi-My-Thanh Nguyen Hong-Phuoc 119 21 0 20 May 2023
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code SearchNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Nikita Sorokin Dmitry Abulkhanov Sergey I. Nikolenko Valentin Malykh 153 4 0 19 May 2023
Multilingual Event Extraction from Historical Newspaper AdvertsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Nadav Borenstein N. Perez Isabelle Augenstein 203 6 0 18 May 2023
Towards More Robust NLP System Evaluation: Handling Missing Scores in BenchmarksConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Anas Himmi Ekhine Irurozki Nathan Noiry Nathan Huet Pierre Colombo 306 11 0 17 May 2023
xPQA: Cross-Lingual Product Question Answering across 12 LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Xiaoyu Shen Akari Asai Bill Byrne Adria de Gispert 220 9 0 16 May 2023
Soft Prompt Decoding for Multilingual Dense RetrievalAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Zhiqi Huang Hansi Zeng Hamed Zamani James Allan RALM 168 16 0 15 May 2023