Title
Graphs as Tools to Improve Deep Learning Methods Carlos Lassance Myriam Bontonou Mounia Hamidouche Bastien Pasdeloup Lucas Drumetz Vincent Gripon GNN AI4CE AAML 114 0 0 08 Oct 2021
Beam Search with Bidirectional Strategies for Neural Response Generation Pierre Colombo Chouchang Yang Giovanna Varni Chloé Clavel 285 13 0 07 Oct 2021
Sicilian Translator: A Recipe for Low-Resource NMT Eryk Wdowiak 121 2 0 05 Oct 2021
Improving Zero-shot Multilingual Neural Machine Translation for Low-Resource Languages Chenyang Li Gongxu Luo 171 1 0 02 Oct 2021
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models Robert Wolfe Aylin Caliskan 151 54 0 01 Oct 2021
Prose2Poem: The Blessing of Transformers in Translating Prose to Persian Poetry Reza Khanmohammadi Mitra Sadat Mirshafiee Yazdan Rezaee Jouryabi Seyed Abolghasem Mirroshandel 183 7 0 30 Sep 2021
EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT Svetlana Tchistiakova Jesujoba Oluwadara Alabi Koel Dutta Chowdhury Sourav Dutta Dana Ruiter VLM 117 6 0 29 Sep 2021
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive TransformerInternational Workshop on Spoken Language Translation (IWSLT), 2021 Evgeniia Tokarchuk Jan Rosendahl Weiyue Wang Pavel Petrushkov Tomer Lancewicki Shahram Khadivi Hermann Ney 119 2 0 27 Sep 2021
Jointly Learning to Repair Code and Generate Commit MessageConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Jiaqi Bai Long Zhou Ambrosio Blanco Shujie Liu Furu Wei Ming Zhou Zhoujun Li 114 4 0 25 Sep 2021
Beyond Distillation: Task-level Mixture-of-Experts for Efficient InferenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Sneha Kudugunta Yanping Huang Ankur Bapna M. Krikun Dmitry Lepikhin Minh-Thang Luong Orhan Firat MoE 771 125 0 24 Sep 2021
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents Biao Zhang Ankur Bapna Melvin Johnson A. Dabirmoghaddam N. Arivazhagan Orhan Firat 128 15 0 21 Sep 2021
One Source, Two Targets: Challenges and Rewards of Dual Decoding Jitao Xu François Yvon 183 6 0 21 Sep 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation Zeming Liu Haifeng Wang Zheng-Yu Niu Hua Wu Wanxiang Che 116 69 0 18 Sep 2021
The ELITR ECA Corpus Philip Williams Barry Haddow 81 4 0 15 Sep 2021
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion Budhaditya Deb Guoqing Zheng Milad Shokouhi Ahmed Hassan Awadallah 112 1 0 15 Sep 2021
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction M. Yarmohammadi Shijie Wu Marc Marone Haoran Xu Seth Ebner ... Craig Harman Kenton W. Murray Aaron Steven White Mark Dredze Benjamin Van Durme 124 30 0 14 Sep 2021
Efficient Inference for Multilingual Neural Machine Translation Alexandre Berard Dain Lee Stéphane Clinchant K. Jung Vassilina Nikoulina 272 12 0 14 Sep 2021
Evaluating Multiway Multilingual NMT in the Turkic Languages Jamshidbek Mirzakhalov A. Babu Aigiz Kunafin Ahsan Wahab Behzodbek Moydinboyev ... Julia Kreutzer Francis M. Tyers Orhan Firat John Licato Sriram Chellappan ELM 132 13 0 13 Sep 2021
Multilingual Translation via Grafting Pre-trained Language Models Zewei Sun Mingxuan Wang Lei Li AI4CE 377 22 0 11 Sep 2021
Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent VariablesConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Weizhi Wang Zhirui Zhang Yichao Du Boxing Chen Jun Xie Weihua Luo 138 20 0 10 Sep 2021
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Haoran Xu Benjamin Van Durme Kenton W. Murray 202 71 0 09 Sep 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration HintsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Sahana Ramnath Melvin Johnson Abhirut Gupta A. Raghuveer 116 10 0 09 Sep 2021
Distributionally Robust Multilingual Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Chunting Zhou Daniel Levy Xian Li Marjan Ghazvininejad Graham Neubig 183 24 0 09 Sep 2021
Competence-based Curriculum Learning for Multilingual Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Mingliang Zhang Fandong Meng Y. Tong Jie Zhou 152 18 0 09 Sep 2021
Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning ApproachConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Víctor M. Sánchez-Cartagena M. Esplà-Gomis Juan Antonio Pérez-Ortiz Felipe Sánchez-Martínez 129 28 0 08 Sep 2021
IndicBART: A Pre-trained Model for Indic Natural Language GenerationFindings (Findings), 2021 Mary Dabre Himani Shrotriya Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra Pratyush Kumar 197 85 0 07 Sep 2021
Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation TrainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Minghao Wu Yitong Li Meng Zhang Liangyou Li Gholamreza Haffari Qun Liu 168 25 0 06 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 1.0K 4,506 0 03 Sep 2021
Survey of Low-Resource Machine TranslationComputational Linguistics (CL), 2021 Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 384 194 0 01 Sep 2021
YANMTT: Yet Another Neural Machine Translation ToolkitAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Mary Dabre Eiichiro Sumita 176 13 0 25 Aug 2021
Greenformers: Improving Computation and Memory Efficiency in Transformer Models via Low-Rank Approximation Samuel Cahyawijaya 156 12 0 24 Aug 2021
Attentive fine-tuning of Transformers for Translation of low-resourced languages @LoResMT 2021 Karthik Puranik Adeep Hande R. Priyadharshini Thenmozi Durairaj Anbukkarasi Sampath K. Thamburaj Bharathi Raja Chakravarthi 132 9 0 19 Aug 2021
Active Learning for Massively Parallel Translation of Constrained Text into Low Resource Languages Zhong Zhou A. Waibel 196 5 0 16 Aug 2021
LayerPipe: Accelerating Deep Neural Network Training by Intra-Layer and Inter-Layer Gradient Pipelining and Multiprocessor Scheduling Nanda K. Unnikrishnan Keshab K. Parhi AI4CE 58 10 0 14 Aug 2021
Ensuring the Inclusive Use of Natural Language Processing in the Global Response to COVID-19 A. Luccioni K. H. Pham C. Lam Joseph Aylett-Bullock M. Luengo-Oroz 117 3 0 11 Aug 2021
The HW-TSC's Offline Speech Translation Systems for IWSLT 2021 Evaluation Minghan Wang Yuxia Wang Yan Yu Jiaxin Guo Yingtao Zhang ... Shimin Tao Xingshan Zeng Liangyou Li Hao Yang Ying Qin 95 6 0 09 Aug 2021
Machine Translation of Low-Resource Indo-European LanguagesConference on Machine Translation (WMT), 2021 Wei-Rui Chen Muhammad Abdul-Mageed 159 3 0 08 Aug 2021
EmailSum: Abstractive Email Thread SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Shiyue Zhang Asli Celikyilmaz Jianfeng Gao Joey Tianyi Zhou 124 41 0 30 Jul 2021
More Parameters? No Thanks!Findings (Findings), 2021 Zeeshan Khan Kartheek Akella Vinay P. Namboodiri C. V. Jawahar 99 1 0 20 Jul 2021
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource LanguagesMachine Translation Summit (MT Summit), 2021 Dana Ruiter Dietrich Klakow Josef van Genabith C. España-Bonet 129 9 0 19 Jul 2021
Importance-based Neuron Allocation for Multilingual Neural Machine Translation Wanying Xie Yang Feng Shuhao Gu Dong Yu 170 36 0 14 Jul 2021
Zero-shot Speech Translation Tu Anh Dinh 136 6 0 13 Jul 2021
Generating Gender Augmented Data for NLP N. Jain Maja Popovic Declan Groves Eva Vanmassenhove 175 17 0 13 Jul 2021
A Survey on Low-Resource Neural Machine TranslationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 173 67 0 09 Jul 2021
MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting Anne Lauscher B. Ko Bailey Kuehl Sophie Johnson David Jurgens Arman Cohan Kyle Lo HAI 176 47 0 01 Jul 2021
OPT: Omni-Perception Pre-Trainer for Cross-Modal Understanding and Generation Jing Liu Xinxin Zhu Fei Liu Longteng Guo Zijia Zhao ... Weining Wang Hanqing Lu Shiyu Zhou Jiajun Zhang Jinqiao Wang 245 41 0 01 Jul 2021
IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation TaskInternational Workshop on Spoken Language Translation (IWSLT), 2021 Pavel Denisov Manuel Mager Ngoc Thang Vu 105 6 0 30 Jun 2021
Neural Machine Translation for Low-Resource Languages: A SurveyACM Computing Surveys (CSUR), 2021 Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 272 309 0 29 Jun 2021
Language Models are Good Translators Shuo Wang Zhaopeng Tu Zhixing Tan Wenxuan Wang Maosong Sun Yang Liu 148 22 0 25 Jun 2021
Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence ModelingNeural Information Processing Systems (NeurIPS), 2021 Hongyu Gong Yun Tang J. Pino Xian Li 136 13 0 21 Jun 2021