Title
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 113 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 316 313 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 148 13 0 21 Jun 2021
Recurrent Stacking of Layers in Neural Networks: An Application to Neural Machine Translation Mary Dabre Atsushi Fujita 98 1 0 18 Jun 2021
Language Tags Matter for Zero-Shot Neural Machine TranslationFindings (Findings), 2021 Liwei Wu Shanbo Cheng Mingxuan Wang Lei Li 3DV 146 39 0 15 Jun 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLPTransactions of the Association for Computational Linguistics (TACL), 2021 Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 224 208 0 14 Jun 2021
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMTFindings (Findings), 2021 Tasnim Mohiuddin M Saiful Bari Shafiq Joty 169 8 0 09 Jun 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets Marco Damonte Emilio Monti AIMat 220 6 0 08 Jun 2021
Neural Abstractive Unsupervised Summarization of Online News DiscussionsIntelligent Systems with Applications (ISA), 2021 Ignacio Tampe Palma Marcelo Mendoza E. Milios 147 9 0 07 Jun 2021
BERTGEN: Multi-task Generation through BERTAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Faidon Mitzalis Ozan Caglayan Pranava Madhyastha Lucia Specia VLM 84 7 0 07 Jun 2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine TranslationTransactions of the Association for Computational Linguistics (TACL), 2021 Naman Goyal Cynthia Gao Vishrav Chaudhary Peng-Jen Chen Guillaume Wenzek Da Ju Sanjan Krishnan MarcÁurelio Ranzato Francisco Guzman Angela Fan 307 697 0 06 Jun 2021
A Deep Local and Global Scene-Graph Matching for Image-Text RetrievalNew Trends in Software Methodologies, Tools and Techniques (TSMTT), 2021 Manh-Duy Nguyen Binh T. Nguyen C. Gurrin 68 19 0 04 Jun 2021
nmT5 -- Is parallel data still relevant for pre-training massively multilingual language models?Annual Meeting of the Association for Computational Linguistics (ACL), 2021 Mihir Kale Aditya Siddhant Noah Constant Melvin Johnson Rami Al-Rfou Linting Xue LRM 99 26 0 03 Jun 2021
Language Embeddings for Typology and Cross-lingual Transfer LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Dian Yu Taiqi He Kenji Sagae 142 12 0 03 Jun 2021
A Dataset and Baselines for Multilingual Reply SuggestionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Mozhi Zhang Wei Wang Budhaditya Deb Guoqing Zheng Milad Shokouhi Ahmed Hassan Awadallah LRM 128 10 0 03 Jun 2021
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Wei-Jen Ko Ahmed El-Kishky Adithya Renduchintala Vishrav Chaudhary Naman Goyal Francisco Guzmán Pascale Fung Philipp Koehn Mona T. Diab 149 50 0 31 May 2021
How to Split: the Effect of Word Segmentation on Gender Bias in Speech TranslationFindings (Findings), 2021 Marco Gaido Beatrice Savoldi L. Bentivogli Matteo Negri Marco Turchi 169 15 0 28 May 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption ModelsWorkshop on Innovative Use of NLP for Building Educational Applications (UNBEA), 2021 Felix Stahlberg Shankar Kumar SyDa 210 102 0 27 May 2021
Extremely low-resource machine translation for closely related languagesNordic Conference of Computational Linguistics (NoDaLiDa), 2021 Maali Tars Andre Tättar Mark Fishel 112 18 0 27 May 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Xiao Pan Mingxuan Wang Liwei Wu Lei Li 290 228 0 20 May 2021
Learning Language Specific Sub-network for Multilingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Zehui Lin Liwei Wu Mingxuan Wang Lei Li 222 87 0 19 May 2021
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span PredictionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Gyubok Lee Soyoung Yang Edward Choi 248 6 0 12 May 2021
Designing an Automatic Agent for Repeated Language based Persuasion GamesTransactions of the Association for Computational Linguistics (TACL), 2021 Maya Raifer Guy Rotman Reut Apel Moshe Tennenholtz Roi Reichart 163 10 0 11 May 2021
Can You Traducir This? Machine Translation for Code-Switched Input Jitao Xu François Yvon 127 31 0 11 May 2021
Duplex Sequence-to-Sequence Learning for Reversible Machine TranslationNeural Information Processing Systems (NeurIPS), 2021 Zaixiang Zheng Hao Zhou Shujian Huang Jiajun Chen Jingjing Xu Lei Li 199 13 0 07 May 2021
Generalising Multilingual Concept-to-Text NLG with Language Agnostic DelexicalisationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Giulio Zhou Gerasimos Lampouras 142 3 0 07 May 2021
Efficient Weight factorization for Multilingual Speech RecognitionInterspeech (Interspeech), 2021 Ngoc-Quan Pham Tuan-Nam Nguyen S. Stueker A. Waibel 198 23 0 07 May 2021
Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods Lifeng Han Gareth J. F. Jones Alan F. Smeaton 175 40 0 05 May 2021
Subsentence Extraction from Text Using Coverage-Based Deep Learning Language ModelsItalian National Conference on Sensors (INS), 2021 Jongyoon Lim Inkyu Sa H. Ahn N. Gasteiger S. Lee B. MacDonald 89 10 0 20 Apr 2021
Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained EncodersConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Guanhua Chen Shuming Ma Yun-Nung Chen Li Dong Dongdong Zhang Jianxiong Pan Wenping Wang Furu Wei 126 41 0 18 Apr 2021
MT-Opt: Continuous Multi-Task Robotic Reinforcement Learning at Scale Dmitry Kalashnikov Jacob Varley Yevgen Chebotar Benjamin Swanson Rico Jonschkowski Chelsea Finn Sergey Levine Karol Hausman OffRL 274 308 0 16 Apr 2021
Counter-Interference Adapter for Multilingual Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Yaoming Zhu Jiangtao Feng Chengqi Zhao Mingxuan Wang Lei Li 216 69 0 16 Apr 2021
Simultaneous Multi-Pivot Neural Machine Translation Mary Dabre Aizhan Imankulova Masahiro Kaneko Abhisek Chakrabarty LRM 132 12 0 15 Apr 2021
Family of Origin and Family of Choice: Massively Parallel Lexiconized Iterative Pretraining for Severely Low Resource Machine Translation Zhong Zhou Alexander Waibel 273 4 0 12 Apr 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic LanguagesTransactions of the Association for Computational Linguistics (TACL), 2021 Gowtham Ramesh Sumanth Doddapaneni Aravinth Bheemaraj Mayank Jobanputra AK Raghavan ... K. Deepak Vivek Raghavan Anoop Kunchukuttan Pratyush Kumar Mitesh Khapra LRM 295 263 0 12 Apr 2021
Assessing Reference-Free Peer Evaluation for Machine TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Sweta Agrawal George F. Foster Markus Freitag Colin Cherry LRM 95 11 0 12 Apr 2021
Chinese Character Decomposition for Neural MT with Multi-Word ExpressionsNordic Conference of Computational Linguistics (NoDaLiDa), 2021 Lifeng Han Gareth J. F. Jones Alan F. Smeaton P. Bolzoni 149 13 0 09 Apr 2021
Low-Resource Neural Machine Translation for Southern African Languages Evander Nyoni Bruce A. Bassett 233 17 0 01 Apr 2021
Robust Experimentation in the Continuous Time Bandit ProblemEconomic Theory (Econ Theory), 2020 Pasquale Antonante 161 0 0 31 Mar 2021
One Network Fits All? Modular versus Monolithic Task Formulations in Neural NetworksInternational Conference on Learning Representations (ICLR), 2021 Atish Agarwala Abhimanyu Das Brendan Juba Rina Panigrahy Willie Neiswanger Xin Wang Qiuyi Zhang MoMe 106 11 0 29 Mar 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 241 368 0 22 Mar 2021
Attribute Alignment: Controlling Text Generation from Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Dian Yu Zhou Yu Kenji Sagae 206 42 0 20 Mar 2021
The Effect of Domain and Diacritics in Yorùbá-English Neural Machine TranslationMachine Translation Summit (MT Summit), 2021 David Ifeoluwa Adelani Dana Ruiter Jesujoba Oluwadara Alabi Damilola Adebonojo Adesina Ayeni Mofetoluwa Adeyemi Ayodele Awokoya C. España-Bonet 180 45 0 15 Mar 2021
Learning Policies for Multilingual Training of Neural Machine Translation Systems G. Kumar Philipp Koehn Sanjeev Khudanpur 128 2 0 11 Mar 2021
Towards Continual Learning for Multilingual Machine Translation via Vocabulary SubstitutionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Xavier Garcia Noah Constant Ankur P. Parikh Orhan Firat 208 51 0 11 Mar 2021
Unsupervised Transfer Learning in Multilingual Neural Machine Translation with Cross-Lingual Word Embeddings Carlos Mullov Ngoc-Quan Pham A. Waibel 82 3 0 11 Mar 2021
Self-Learning for Zero Shot Neural Machine Translation Surafel Melaku Lakew Matteo Negri Marco Turchi 137 1 0 10 Mar 2021
Deep Transfer Learning for WiFi Localization Peizheng Li Han Cui Aftab Khan Usman Raza Robert Piechocki A. Doufexi T. Farnham 161 25 0 08 Mar 2021
Domain Controlled Title Generation with Human Evaluation Abdul Waheed Muskan Goyal Nimisha Mittal D. Gupta 120 2 0 08 Mar 2021