Title
MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text TranslationInterspeech (Interspeech), 2023 Mohamed Anwar Bowen Shi Vedanuj Goswami Wei-Ning Hsu J. Pino Changhan Wang 194 44 0 01 Mar 2023
Inseq: An Interpretability Toolkit for Sequence Generation ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Gabriele Sarti Nils Feldhus Ludwig Sickert Oskar van der Wal Malvina Nissim Arianna Bisazza 271 88 0 27 Feb 2023
kNN-BOX: A Unified Framework for Nearest Neighbor GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Wenhao Zhu Qianfeng Zhao Yunzhe Lv Shujian Huang Siheng Zhao Sizhe Liu Jiajun Chen 153 7 0 27 Feb 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 401 102 0 22 Feb 2023
How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation Amr Hendy M. Abdelrehim Amr Sharaf Vikas Raunak Mohamed Gabr Hitokazu Matsushita Young Jin Kim Mohamed Afify Hany Awadalla ELM LM&MA AI4CE 213 533 0 18 Feb 2023
Evaluating and Improving the Coreference Capabilities of Machine Translation ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Asaf Yehudai Arie Cattan Omri Abend Gabriel Stanovsky LRM ELM 110 2 0 16 Feb 2023
Efficiently Upgrading Multilingual Machine Translation Models to Support More LanguagesConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Simeng Sun Maha Elbayad Anna Y. Sun James Cross CLL LRM 155 5 0 07 Feb 2023
The Power of External Memory in Increasing Predictive Model Capacity Cenk Baykal D. Cutler Nishanth Dikkala Nikhil Ghosh Rina Panigrahy Xin Wang KELM 135 0 0 31 Jan 2023
Alternating Updates for Efficient TransformersNeural Information Processing Systems (NeurIPS), 2023 Cenk Baykal D. Cutler Nishanth Dikkala Nikhil Ghosh Rina Panigrahy Xin Wang MoE 164 8 0 30 Jan 2023
Multilingual Sentence Transformer as A Multilingual Word AlignerConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Weikang Wang Guanhua Chen Hongru Wang Yue Han Yun-Nung Chen 198 12 0 28 Jan 2023
Cross-lingual Argument Mining in the Medical Domain Anar Yeginbergenova Rodrigo Agerri 145 9 0 25 Jan 2023
Poor Man's Quality Estimation: Predicting Reference-Based MT Metrics Without the ReferenceConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Vilém Zouhar Shehzaad Dhuliawala Wangchunshu Zhou Nico Daheim Tom Kocmi Yuchen Eleanor Jiang Mrinmaya Sachan 314 12 0 21 Jan 2023
Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine Wenxiang Jiao Wenxuan Wang Shu Yang Xing Wang Shuming Shi Zhaopeng Tu LM&MA 282 346 0 20 Jan 2023
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health RecordsNeural Information Processing Systems (NeurIPS), 2023 Gyubok Lee Hyeonji Hwang Seongsu Bae Yeonsu Kwon W. Shin Seongjun Yang Minjoon Seo Jong-Yeup Kim Edward Choi 232 39 0 16 Jan 2023
Multilingual Entity and Relation Extraction from Unified to Language-specific Training Zixiang Wang Jian Yang Tongliang Li Jiaheng Liu Ying Mo Jiaqi Bai Longtao He Zhoujun Li 218 5 0 11 Jan 2023
SERENGETI: Massively Multilingual Language Models for AfricaAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed Alcides Alcoba Inciarte 255 39 0 21 Dec 2022
Lego-MT: Learning Detachable Models for Massively Multilingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Fei Yuan Yinquan Lu Wenhao Zhu Lingpeng Kong Lei Li Yu Qiao Jingjing Xu MoE 268 30 0 20 Dec 2022
T-Projection: High Quality Annotation Projection for Sequence Labeling TasksConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Iker García-Ferrero Rodrigo Agerri German Rigau 229 16 0 20 Dec 2022
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented DialogueAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Nikita Moghe E. Razumovskaia Liane Guillou Ivan Vulić Anna Korhonen Alexandra Birch 244 18 0 20 Dec 2022
Extrinsic Evaluation of Machine Translation MetricsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Nikita Moghe Tom Sherborne Mark Steedman Alexandra Birch ELM 190 23 0 20 Dec 2022
On the Role of Parallel Data in Cross-lingual Transfer LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Machel Reid Mikel Artetxe 196 12 0 20 Dec 2022
Synthetic Pre-Training Tasks for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zexue He Graeme W. Blackwood Yikang Shen Julian McAuley Rogerio Feris 221 6 0 19 Dec 2022
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation ModelAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yeskendir Koishekenov Alexandre Berard Vassilina Nikoulina MoE 192 41 0 19 Dec 2022
Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Maxime Darrin Pablo Piantanida Pierre Colombo OODD 415 16 0 18 Dec 2022
Advancing Multilingual Pre-training: TRIP Triangular Document-level Pre-training for Multilingual Language Models Hongyuan Lu Haoyang Huang Shuming Ma Dongdong Zhang W. Lam Furu Wei 172 4 0 15 Dec 2022
Causes and Cures for Interference in Multilingual TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Uri Shaham Maha Elbayad Vedanuj Goswami Omer Levy Shruti Bhosale 269 31 0 14 Dec 2022
SMILE: Scaling Mixture-of-Experts with Efficient Bi-level Routing Chaoyang He Shuai Zheng Aston Zhang George Karypis Trishul Chilimbi Mahdi Soltanolkotabi Salman Avestimehr MoE 74 3 0 10 Dec 2022
Decomposing a Recurrent Neural Network into Modules for Enabling Reusability and ReplacementInternational Conference on Software Engineering (ICSE), 2022 S. Imtiaz Fraol Batole Astha Singh Rangeet Pan Breno Dantas Cruz Hridesh Rajan 194 11 0 09 Dec 2022
Frustratingly Easy Label Projection for Cross-lingual TransferAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yang Chen Chao Jiang Alan Ritter Wei Xu 290 37 0 28 Nov 2022
GLAMI-1M: A Multilingual Image-Text Fashion DatasetBritish Machine Vision Conference (BMVC), 2022 Vaclav Kosar A. Hoskovec Milan Šulc Radek Bartyzal VLM 160 6 0 17 Nov 2022
Hierarchical Phrase-based Sequence-to-Sequence LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Bailin Wang Ivan Titov Jacob Andreas Yoon Kim 201 7 0 15 Nov 2022
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness C. Hazirbas Yejin Bang Tiezheng Yu Parisa Assar Bilal Porgali ... Jacqueline Pan Emily McReynolds Miranda Bogen Pascale Fung Cristian Canton Ferrer 181 8 0 10 Nov 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 812 2,717 0 09 Nov 2022
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech TranslationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Paul-Ambroise Duquenne Hongyu Gong Ning Dong Jingfei Du Ann Lee Vedanuj Goswani Changhan Wang J. Pino Benoît Sagot Holger Schwenk 240 44 0 08 Nov 2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk RegionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Shuhao Gu Bojie Hu Yang Feng CLL 184 22 0 03 Nov 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual TranslationConference on Machine Translation (WMT), 2022 Danni Liu Jan Niehues 147 7 0 02 Nov 2022
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-MappingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Shuhao Gu Yang Feng 171 11 0 28 Oct 2022
ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation MetricsConference on Machine Translation (WMT), 2022 Chantal Amrhein Nikita Moghe Liane Guillou ELM 254 27 0 27 Oct 2022
The Effect of Normalization for Bi-directional Amharic-English Neural Machine TranslationEAI International Conference on ICT for Development for Africa (ICT4D), 2022 Tadesse Destaw Belay A. Tonja Olga Kolesnikova Seid Muhie Yimam Abinew Ali Ayele Sileshi Bogale Haile Grigori Sidorov Alexander Gelbukh CVBM 121 7 0 27 Oct 2022
Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models Mathieu Grosso Pirashanth Ratnamogan Alexis Mathey William Vanhuffel Michael Fotso Fotso 136 3 0 26 Oct 2022
Beyond English-Centric Bitexts for Better Multilingual Language Representation LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Barun Patra Saksham Singhal Shaohan Huang Zewen Chi Li Dong Furu Wei Vishrav Chaudhary Xia Song 240 29 0 26 Oct 2022
Leveraging Affirmative Interpretations from Negation Improves Natural Language UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Md Mosharaf Hossain Eduardo Blanco 156 7 0 26 Oct 2022
Multilingual Multimodal Learning with Machine Translated TextConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Chen Qiu Dan Oneaţă Emanuele Bugliarello Stella Frank Desmond Elliott 253 17 0 24 Oct 2022
RuCoLA: Russian Corpus of Linguistic AcceptabilityConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Vladislav Mikhailov T. Shamardina Max Ryabinin A. Pestova I. Smurov Ekaterina Artemova 223 37 0 23 Oct 2022
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource SettingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Iker García-Ferrero Rodrigo Agerri German Rigau 164 25 0 23 Oct 2022
Graphemic Normalization of the Perso-Arabic ScriptGrapholinguistics and Its Applications (GIA), 2022 R. Doctor Alexander Gutkin Cibu Johny Brian Roark R. Sproat 201 5 0 21 Oct 2022
$m^4Adapter$ : Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Wen Lai Alexandra Chronopoulou Kangyang Luo 144 3 0 21 Oct 2022
University of Cape Town's WMT22 System: Multilingual Machine Translation for Southern African LanguagesConference on Machine Translation (WMT), 2022 Khalid N. Elmadani Francois Meyer Jan Buys 105 2 0 21 Oct 2022
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained ModelsConference on Machine Translation (WMT), 2022 A. Khan Hrishikesh Kanade G. Budhrani Preet Jhanglani Jia Xu 308 3 0 21 Oct 2022
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Alireza Mohammadshahi Vassilina Nikoulina Alexandre Berard Caroline Brun James Henderson Laurent Besacier VLM MoE LRM 214 24 0 20 Oct 2022