Title
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models A. Tonja H. Nigatu Olga Kolesnikova Grigori Sidorov Alexander Gelbukh Jugal Kalita 214 5 0 27 May 2023
Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec A. Tonja Christian Efraín Maldonado Sifuentes David Alejandro Mendoza Castillo Olga Kolesnikova Noé Alejandro Castro-Sánchez Grigori Sidorov Alexander Gelbukh 103 10 0 27 May 2023
Towards Higher Pareto Frontier in Multilingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yi-Chong Huang Xiaocheng Feng Xinwei Geng Baohang Li Bing Qin 165 13 0 25 May 2023
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation InstructionsTransactions of the Association for Computational Linguistics (TACL), 2023 Jiahuan Li Hao Zhou Shujian Huang Shan Chen Jiajun Chen LRM 368 77 0 24 May 2023
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tingting Ma Qianhui Wu Huiqiang Jiang Börje F. Karlsson Tiejun Zhao Chin-Yew Lin 225 8 0 24 May 2023
Cascaded Beam Search: Plug-and-Play Terminology-Forcing For Neural Machine Translation Frédéric Odermatt Béni Egressy Roger Wattenhofer 124 0 0 23 May 2023
Multilingual Pixel Representations for Translation and Effective Cross-lingual TransferConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Elizabeth Salesky Neha Verma Philipp Koehn Matt Post 253 19 0 23 May 2023
Multilingual Large Language Models Are Not (Yet) Code-SwitchersConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Ruochen Zhang Samuel Cahyawijaya Jan Christian Blaise Cruz Genta Indra Winata Alham Fikri Aji LRM 1.4K 76 0 23 May 2023
Exploring Representational Disparities Between Multilingual and Bilingual Translation ModelsInternational Conference on Language Resources and Evaluation (LREC), 2023 Neha Verma Kenton W. Murray Kevin Duh 194 0 0 23 May 2023
One-stop Training of Multiple Capacity Models Lan Jiang Haoyang Huang Dongdong Zhang R. Jiang Furu Wei 321 0 0 23 May 2023
Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Minwoo Lee Hyukhun Koh Kang-il Lee Dongdong Zhang Minsu Kim Kyomin Jung 318 12 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
Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction Yang Chen Vedaant Shah Alan Ritter 305 7 0 23 May 2023
Extrapolating Multilingual Understanding Models as Multilingual GeneratorsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Bohong Wu Fei Yuan Hai Zhao Lei Li Jingjing Xu AI4CE 217 2 0 22 May 2023
Decomposed Prompting for Machine Translation Between Related Languages using Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Ratish Puduppully Anoop Kunchukuttan Mary Dabre Ai Ti Aw Nancy F. Chen VLM 214 1 0 22 May 2023
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yihong Liu Haotian Ye Leonie Weissweiler Renhao Pei Hinrich Schütze 184 13 0 22 May 2023
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Wen Lai Alexandra Chronopoulou Kangyang Luo 268 7 0 22 May 2023
Explaining How Transformers Use Context to Build PredictionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Javier Ferrando Gerard I. Gállego Ioannis Tsiamas Marta R. Costa-jussá 135 50 0 21 May 2023
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with AdapterAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yi Liu Xiaohan Bi Lei Li Sishuo Chen Wenkai Yang Xu Sun FedML 141 14 0 21 May 2023
Dynamic Transformers Provide a False Sense of EfficiencyAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yiming Chen Simin Chen Zexin Li Wei Yang Cong Liu R. Tan Haizhou Li AAML 172 13 0 20 May 2023
Glot500: Scaling Multilingual Corpora and Language Models to 500 LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ayyoob Imani Peiqin Lin Amir Hossein Kargaran Silvia Severini Masoud Jalili Sabet ... Chunlan Ma Helmut Schmid Marcely Zanon Boito François Yvon Hinrich Schütze ALM LRM 270 133 0 20 May 2023
Accurate Knowledge Distillation with n-best RerankingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Hendra Setiawan 297 4 0 20 May 2023
Cross-Lingual Supervision improves Large Language Models Pre-training Andrea Schioppa Xavier Garcia Orhan Firat LRM 132 12 0 19 May 2023
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational LensConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 David Stap Vlad Niculae Christof Monz 241 12 0 19 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
Language Model Tokenizers Introduce Unfairness Between LanguagesNeural Information Processing Systems (NeurIPS), 2023 Aleksandar Petrov Emanuele La Malfa Juil Sock Adel Bibi 326 166 0 17 May 2023
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency RegularizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Pengzhi Gao Liwen Zhang Zhongjun He Hua Wu Haifeng Wang 100 15 0 12 May 2023
AfriQA: Cross-lingual Open-Retrieval Question Answering for African LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Odunayo Ogundepo T. Gwadabe Clara E. Rivera J. Clark Sebastian Ruder ... Neo Putini Ndumiso Mngoma Priscilla Amuok R. Iro Sonia Adhiambo34 211 28 0 11 May 2023
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource LanguagesConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Kaushal Kumar Maurya Rahul Kejriwal M. Desarkar Anoop Kunchukuttan 219 1 0 09 May 2023
Accessible Instruction-Following Agent Kairui Zhou 159 1 0 08 May 2023
Train Global, Tailor Local: Minimalist Multilingual Translation into Endangered Languages Zhong Zhou Jan Niehues Alexander Waibel 160 0 0 05 May 2023
Investigating Lexical Sharing in Multilingual Machine Translation for Indian LanguagesEuropean Association for Machine Translation Conferences/Workshops (EAMT), 2023 Sonal Sannigrahi Rachel Bawden 119 0 0 04 May 2023
Learning Language-Specific Layers for Multilingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Telmo Pires Robin M. Schmidt Yi-Hsiu Liao Stephan Peitz 220 21 0 04 May 2023
Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic CapacityConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Da Xu Maha Elbayad Kenton W. Murray Jean Maillard Vedanuj Goswami MoE 217 5 0 03 May 2023
Solving Tensor Low Cycle Rank ApproximationBigData Congress [Services Society] (BSS), 2023 Yichuan Deng Yeqi Gao Zhao Song 163 7 0 13 Apr 2023
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis Wenhao Zhu Hongyi Liu Qingxiu Dong Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen Lei Li LRM 293 212 0 10 Apr 2023
Does Prompt-Tuning Language Model Ensure Privacy? Shangyu Xie Wei Dai Esha Ghosh Sambuddha Roy Dan Schwartz Kim Laine SILM 185 5 0 07 Apr 2023
How to Design Translation Prompts for ChatGPT: An Empirical Study Yuan Gao Ruili Wang Feng Hou 231 64 0 05 Apr 2023
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural NetworksInternational Conference on Learning Representations (ICLR), 2023 Yixuan Weng Minjun Zhu Fei Xia Bin Li Shizhu He Kang Liu Jun Zhao 450 11 0 04 Apr 2023
$$\varepsilon$ KÚ <MASK>: Integrating Yorùbá cultural greetings into machine translation$ $\varepsilon$ KÚ <MASK>: Integrating Yorùbá cultural greetings into machine translation Idris Akinade Jesujoba Oluwadara Alabi David Ifeoluwa Adelani Clement Odoje Dietrich Klakow 149 10 0 31 Mar 2023
Hallucinations in Large Multilingual Translation ModelsTransactions of the Association for Computational Linguistics (TACL), 2023 Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 360 195 0 28 Mar 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 242 12 0 27 Mar 2023
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages Chris C. Emezue Sanchit Gandhi Lewis Tunstall Abubakar Abid Josh Meyer ... Douwe Kiela Yacine Jernite Julien Chaumond Merve Noyan Omar Sanseviero 144 4 0 22 Mar 2023
Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited DatasetIEEE Journal of Translational Engineering in Health and Medicine (IEEE JTEHM), 2023 Thanh-Dung Le P. Jouvet R. Noumeir MoE MedIm 307 7 0 22 Mar 2023
GlueGen: Plug and Play Multi-modal Encoders for X-to-image GenerationIEEE International Conference on Computer Vision (ICCV), 2023 Can Qin Ning Yu Chen Xing Shu Zhen Zhang Zeyuan Chen Stefano Ermon Yun Fu Caiming Xiong Ran Xu DiffM 344 26 0 17 Mar 2023
ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language GenerationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Bang-ju Yang Fenglin Liu Yuexian Zou Xian Wu Yaowei Wang David Clifton 174 12 0 11 Mar 2023
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetNeural Information Processing Systems (NeurIPS), 2023 Hugo Laurenccon Lucile Saulnier Thomas Wang Christopher Akiki Albert Villanova del Moral ... Violette Lepercq Suzana Ilić Margaret Mitchell Sasha Luccioni Yacine Jernite AI4CE AILaw 186 194 0 07 Mar 2023
Preparing the Vukúzenzele and ZA-gov-multilingual South African multilingual corpora Richard Lastrucci Isheanesu Dzingirai Jenalea Rajab Andani Madodonga Matimba Shingange Daniel Njini Vukosi Marivate 139 16 0 07 Mar 2023
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOMEuropean Association for Machine Translation Conferences/Workshops (EAMT), 2023 Rachel Bawden François Yvon VLM LRM 273 88 0 03 Mar 2023
Letz Translate: Low-Resource Machine Translation for LuxembourgishICON (ICON), 2023 Yewei Song Saad Ezzini Jacques Klein Tegawende F. Bissyande C. Lefebvre A. Goujon 181 5 0 02 Mar 2023