Unsupervised Statistical Machine Translation

4 September 2018

Papers citing "Unsupervised Statistical Machine Translation"

43 / 43 papers shown

Title
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs Abdellah El Mekki Muhammad Abdul-Mageed LRM 41 0 0 14 Oct 2024
Decipherment-Aware Multilingual Learning in Jointly Trained Language Models Grandee Lee 39 0 0 11 Jun 2024
Text Attribute Control via Closed-Loop Disentanglement Lei Sha Thomas Lukasiewicz DRL 55 2 0 01 Dec 2023
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review M. Wong Shangxin Guo Ching Nam Hang Siu-Wai Ho C. Tan 50 78 0 04 Jul 2023
Sentence Simplification Using Paraphrase Corpus for Initialization Kaiyu Liu Jipeng Qiang 21 0 0 31 May 2023
Denoising-based UNMT is more robust to word-order divergence than MASS-based UNMT Tamali Banerjee V. Rudra Murthy P. Bhattacharyya 32 0 0 02 Mar 2023
MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation Yongkang Liu Shi Feng Daling Wang Yifei Zhang 29 8 0 18 Aug 2022
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation Virginia Adams Sandeep Subramanian Mike Chrzanowski Oleksii Hrinchuk Oleksii Kuchaiev 38 2 0 02 Jun 2022
Inducing Positive Perspectives with Text Reframing Caleb Ziems Minzhi Li Anthony Zhang Diyi Yang DiffM 36 36 0 06 Apr 2022
"A Passage to India": Pre-trained Word Embeddings for Indian Languages Saurav Kumar Saunack Kumar Diptesh Kanojia P. Bhattacharyya 75 31 0 27 Dec 2021
CLICKER: A Computational LInguistics Classification Scheme for Educational Resources Swapnil Hingmire Irene Z Li Rena Kawamura Benjamin Chen Alexander R. Fabbri ... Wai Pan Wong Vanessa Yan Richard Zhou Girish Keshav Palshikar Dragomir R. Radev 29 1 0 16 Dec 2021
Efficient Variational Graph Autoencoders for Unsupervised Cross-domain Prerequisite Chains Irene Z Li Vanessa Yan Dragomir R. Radev GNN BDL 32 3 0 17 Sep 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints Sahana Ramnath Melvin Johnson Abhirut Gupta A. Raghuveer 48 8 0 09 Sep 2021
Paraphrase Generation as Unsupervised Machine Translation Xiaofei Sun Yufei Tian Yuxian Meng Nanyun Peng Fei Wu Jiwei Li Chun Fan LRM 22 5 0 07 Sep 2021
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages Xinyu Lu Jipeng Qiang Yun Li Yunhao Yuan Yi Zhu 38 19 0 01 Sep 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 37 172 0 14 Jun 2021
Crosslingual Embeddings are Essential in UNMT for Distant Languages: An English to IndoAryan Case Study Tamali Banerjee V. Rudra Murthy P. Bhattacharyya 40 9 0 09 Jun 2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation Naman Goyal Cynthia Gao Vishrav Chaudhary Peng-Jen Chen Guillaume Wenzek Da Ju Sanjan Krishnan MarcÁurelio Ranzato Francisco Guzman Angela Fan 19 564 0 06 Jun 2021
Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders Irene Z Li Vanessa Yan Tianxiao Li Rihao Qu Dragomir R. Radev SSL 10 17 0 07 May 2021
Cross-lingual hate speech detection based on multilingual domain-specific word embeddings Aymé Arango Jorge A. Pérez Bárbara Poblete 35 9 0 30 Apr 2021
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Devang Kulshreshtha Robert Belfer Iulian Serban Siva Reddy OOD 20 16 0 18 Apr 2021
Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation Alexandra Chronopoulou Dario Stojanovski Alexander Fraser SSL 37 26 0 18 Mar 2021
Neural Machine Translation: A Review of Methods, Resources, and Tools Zhixing Tan Shuo Wang Zonghan Yang Gang Chen Xuancheng Huang Maosong Sun Yang Liu 3DV AI4TS 35 106 0 31 Dec 2020
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task Alexandra Chronopoulou Dario Stojanovski Viktor Hangya Alexander Fraser 37 5 0 25 Oct 2020
SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task Z. Li Hai Zhao Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita 36 15 0 11 Oct 2020
Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences Xiangyu Duan Baijun Ji Hao Jia Min Tan Min Zhang Boxing Chen Weihua Luo Yue Zhang 42 38 0 06 Jul 2020
Unsupervised Translation of Programming Languages Marie-Anne Lachaux Baptiste Roziere L. Chanussot Guillaume Lample 45 409 0 05 Jun 2020
MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases Louis Martin Angela Fan Eric Villemonte de la Clergerie Antoine Bordes Benoît Sagot 33 36 0 01 May 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 30 70 0 22 Apr 2020
When Does Unsupervised Machine Translation Work? Kelly Marchisio Kevin Duh Philipp Koehn LRM 32 75 0 12 Apr 2020
Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation Mikel Artetxe Gorka Labaka Noe Casas Eneko Agirre LRM 29 5 0 28 Feb 2020
BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov Dmitrii Emelianenko Elena Voita 38 278 0 29 Oct 2019
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring Zihan Liu Yan Xu Genta Indra Winata Pascale Fung 31 22 0 16 Aug 2019
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation Aizhan Imankulova Raj Dabre Atsushi Fujita K. Imamura 39 32 0 06 Jul 2019
Embedding Projection for Targeted Cross-Lingual Sentiment: Model Comparisons and a Real-World Study Jeremy Barnes Roman Klinger 32 15 0 24 Jun 2019
Tagged Back-Translation Isaac Caswell Ciprian Chelba David Grangier 26 218 0 15 Jun 2019
Towards Interlingua Neural Machine Translation Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa CLL AI4CE 24 19 0 15 May 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies Yunsu Kim Yingbo Gao Hermann Ney VLM 24 88 0 14 May 2019
Evaluating Word Embedding Models: Methods and Experimental Results Bin Wang Angela Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo ELM 27 260 0 28 Jan 2019
Unsupervised Neural Text Simplification S. Surya Abhijit Mishra Anirban Laha Parag Jain Karthik Sankaranarayanan 26 86 0 18 Oct 2018
Evaluating prose style transfer with the Bible Keith Carlson A. Riddell D. Rockmore 30 53 0 13 Nov 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 194 1,640 0 11 Oct 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 230 1,211 0 12 Jun 2017