Title
The VolcTrans System for WMT22 Multilingual Machine Translation TaskConference on Machine Translation (WMT), 2022 Xian Qian Kai Hu Jiaqiang Wang Yifeng Liu Xingyuan Pan Jun Cao Mingxuan Wang 192 1 0 20 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 228 9 0 20 Oct 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African LanguagesConference on Machine Translation (WMT), 2022 Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 293 10 0 19 Oct 2022
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hongcheng Guo Jiaheng Liu Haoyang Huang Jian Yang Zhoujun Li Dongdong Zhang Zheng Cui Furu Wei 149 24 0 19 Oct 2022
Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African LanguagesConference on Machine Translation (WMT), 2022 Wenxiang Jiao Zhaopeng Tu Jiarui Li Wenxuan Wang Shu Yang Shuming Shi 195 16 0 18 Oct 2022
Synergy with Translation Artifacts for Training and Inference in Multilingual TasksConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jaehoon Oh Jongwoo Ko Se-Young Yun 163 9 0 18 Oct 2022
Bridging the Gap between Artificial Intelligence and Artificial General Intelligence: A Ten Commandment Framework for Human-Like Intelligence Ananta Nair F. Kashani 144 2 0 17 Oct 2022
Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation TaskConference on Machine Translation (WMT), 2022 Zhiwei He Xing Wang Zhaopeng Tu Shuming Shi Rui Wang 122 9 0 17 Oct 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jian Yang Shaohan Huang Shuming Ma Yuwei Yin Li Dong Dongdong Zhang Hongcheng Guo Zhoujun Li Furu Wei 155 27 0 13 Oct 2022
DATScore: Evaluating Translation with Data Augmented TranslationsFindings (Findings), 2022 Moussa Kamal Eddine Guokan Shang Michalis Vazirgiannis 145 5 0 12 Oct 2022
Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer LearningClinical Natural Language Processing Workshop (ClinicalNLP), 2022 Lifeng Han G. Erofeev Irina Sorokina Serge Gladkoff Goran Nenadic 164 8 0 12 Oct 2022
MTet: Multi-domain Translation for English and Vietnamese C. Ngo Trieu H. Trinh Long Phan H. Tran Tai Dang Hieu Duy Nguyen Minh Le Nguyen Minh-Thang Luong VLM 175 11 0 11 Oct 2022
Enriching Biomedical Knowledge for Low-resource Language Through Large-Scale TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Long Phan Tai Dang H. Tran Trieu H. Trinh Vy Phan Lam D. Chau Minh-Thang Luong 189 9 0 11 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
Multilingual Search with Subword TF-IDF A. Wangperawong 44 2 0 28 Sep 2022
Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine TranslationFindings (Findings), 2022 Hongyuan Lu Haoyang Huang Shuming Ma Dongdong Zhang Furu Wei Wai Lam 186 1 0 28 Sep 2022
Improving Multilingual Neural Machine Translation System for Indic Languages Sudhansu Bala Das Atharv Biradar Tapas Kumar Mishra B. Patra 201 41 0 27 Sep 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction Joel Niklaus Matthias Sturmer Ilias Chalkidis ELM AILaw 274 20 0 25 Sep 2022
Cem Mil Podcasts: A Spoken Portuguese Document Corpus For Multi-modal, Multi-lingual and Multi-Dialect Information Access ResearchConference and Labs of the Evaluation Forum (CLEF), 2022 Ekaterina Garmash Edgar Tanaka Ann Clifton Joana Correia Sharmistha Jat Winstead Zhu R. Jones Jussi Karlgren 94 5 0 23 Sep 2022
Rethinking Round-Trip Translation for Machine Translation EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Terry Yue Zhuo Xingliang Yuan Xuanli He Trevor Cohn LRM 206 6 0 15 Sep 2022
Adapting to Non-Centered Languages for Zero-shot Multilingual TranslationInternational Conference on Computational Linguistics (COLING), 2022 Zhi Qu Taro Watanabe 242 7 0 09 Sep 2022
A Review of Sparse Expert Models in Deep Learning W. Fedus J. Dean Barret Zoph MoE 228 188 0 04 Sep 2022
Informative Language Representation Learning for Massively Multilingual Neural Machine TranslationInternational Conference on Computational Linguistics (COLING), 2022 Renren Jin Deyi Xiong 204 5 0 04 Sep 2022
Text to Image Generation: Leaving no Language Behind Pedro Reviriego Elena Merino-Gómez VLM 121 15 0 19 Aug 2022
Language Tokens: A Frustratingly Simple Approach Improves Zero-Shot Performance of Multilingual TranslationConference of the Association for Machine Translation in the Americas (AMTA), 2022 Muhammad N. ElNokrashy Amr Hendy Mohamed Maher Mohamed Afify Hany Awadalla 131 2 0 11 Aug 2022
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Saleh Soltan Shankar Ananthakrishnan Jack G. M. FitzGerald Rahul Gupta Wael Hamza ... Mukund Sridhar Fabian Triefenbach Apurv Verma Gokhan Tur Premkumar Natarajan 310 89 0 02 Aug 2022
GTrans: Grouping and Fusing Transformer Layers for Neural Machine TranslationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Jian Yang Yuwei Yin Liqun Yang Shuming Ma Haoyang Huang Dongdong Zhang Furu Wei Zhoujun Li AI4CE 194 22 0 29 Jul 2022
Sockeye 3: Fast Neural Machine Translation with PyTorch Felix Hieber Michael J. Denkowski Tobias Domhan Barbara Darques Barros Celina Dong Ye ... Maria Nadejde Surafel Melaku Lakew Prashant Mathur Anna Currey Marcello Federico OSLM 277 12 0 12 Jul 2022
HLT-MT: High-resource Language-specific Training for Multilingual Neural Machine TranslationInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Jian Yang Yuwei Yin Shuming Ma Dongdong Zhang Zhoujun Li Furu Wei 187 10 0 11 Jul 2022
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research ManifoldFindings (Findings), 2022 Sebastian Ruder Ivan Vulić Anders Søgaard 169 37 0 20 Jun 2022
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models Yinpeng Guo Liangyou Li Xin Jiang Qun Liu 116 1 0 14 Jun 2022
Discriminative Models Can Still Outperform Generative Models in Aspect Based Sentiment Analysis Dhruv Mullick Alona Fyshe Bilal Ghanem 166 1 0 06 Jun 2022
Pretrained Models for Multilingual Federated LearningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Orion Weller Marc Marone Vladimir Braverman Dawn J Lawrie Benjamin Van Durme VLM FedML AI4CE 131 46 0 06 Jun 2022
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianComputational Linguistics and Intellectual Technologies (CLIT), 2022 T. Shamardina Vladislav Mikhailov Daniil Chernianskii Alena Fenogenova Marat Saidov A. Valeeva Tatiana Shavrina I. Smurov E. Tutubalina Ekaterina Artemova DeLMO 139 37 0 03 Jun 2022
KPGT: Knowledge-Guided Pre-training of Graph Transformer for Molecular Property PredictionKnowledge Discovery and Data Mining (KDD), 2022 Han Li Dan Zhao Jianyang Zeng 154 68 0 02 Jun 2022
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article SimilarityInternational Workshop on Semantic Evaluation (SemEval), 2022 Iknoor Singh Yue Li Melissa Thong Carolina Scarton 219 4 0 31 May 2022
Bitext Mining Using Distilled Sentence Representations for Low-Resource LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Kevin Heffernan Onur cCelebi Holger Schwenk 242 63 0 25 May 2022
FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechSpoken Language Technology Workshop (SLT), 2022 Alexis Conneau Min Ma Simran Khanuja Yu Zhang Vera Axelrod Siddharth Dalmia Jason Riesa Clara E. Rivera Ankur Bapna VLM 420 454 0 25 May 2022
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Paul-Ambroise Duquenne Hongyu Gong Benoît Sagot Holger Schwenk 174 21 0 24 May 2022
DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Gabriele Sarti Arianna Bisazza Ana Guerberof Arenas Antonio Toral 212 11 0 24 May 2022
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the TransformerConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Javier Ferrando Gerard I. Gállego Belen Alastruey Carlos Escolano Marta R. Costa-jussá 315 53 0 23 May 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ahmet Üstün Asa Cooper Stickland 160 8 0 23 May 2022
Multilingual Machine Translation with Hyper-AdaptersConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Christos Baziotis Mikel Artetxe James Cross Shruti Bhosale 235 27 0 22 May 2022
What Do Compressed Multilingual Machine Translation Models Forget?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Alireza Mohammadshahi Vassilina Nikoulina Alexandre Berard Caroline Brun James Henderson Laurent Besacier AI4CE 354 12 0 22 May 2022
How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contextsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Shanya Sharma Manan Dey Koustuv Sinha 169 12 0 22 May 2022
Understanding and Mitigating the Uncertainty in Zero-Shot TranslationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Wenxuan Wang Wenxiang Jiao Shuo Wang Zhaopeng Tu Michael R. Lyu UQLM 153 11 0 20 May 2022
Nebula-I: A General Framework for Collaboratively Training Deep Learning Models on Low-Bandwidth Cloud Clusters Yang Xiang Zhihua Wu Weibao Gong Siyu Ding Xianjie Mo ... Yue Yu Ge Li Yu Sun Yanjun Ma Dianhai Yu 156 5 0 19 May 2022
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence RetrievalFindings (Findings), 2022 Tong Niu Kazuma Hashimoto Yingbo Zhou Caiming Xiong VLM 107 7 0 17 May 2022