Improving Neural Machine Translation Models with Monolingual Data

20 November 2015

Papers citing "Improving Neural Machine Translation Models with Monolingual Data"

50 / 1,201 papers shown

Title
ALLSH: Active Learning Guided by Local Sensitivity and Hardness Shujian Zhang Chengyue Gong Xingchao Liu Pengcheng He Weizhu Chen Mingyuan Zhou 27 26 0 10 May 2022
AdMix: A Mixed Sample Data Augmentation Method for Neural Machine Translation Chang-Hu Jin Shigui Qiu Nini Xiao Hao Jia 19 7 0 10 May 2022
Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation Minhan Xu Yu Hong 18 6 0 09 May 2022
Few-shot Mining of Naturally Occurring Inputs and Outputs Mandar Joshi Terra Blevins M. Lewis Daniel S. Weld Luke Zettlemoyer 33 1 0 09 May 2022
Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue System Eda Okur Saurav Sahay L. Nachman 9 25 0 09 May 2022
Building Machine Translation Systems for the Next Thousand Languages Ankur Bapna Isaac Caswell Julia Kreutzer Orhan Firat D. Esch ... Apurva Shah Yanping Huang Zhehuai Chen Yonghui Wu Macduff Hughes 56 98 0 09 May 2022
Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance Jingwei Ni Zhijing Jin Markus Freitag Mrinmaya Sachan Bernhard Schölkopf 35 14 0 04 May 2022
Non-Autoregressive Machine Translation: It's Not as Fast as it Seems Jindvrich Helcl Barry Haddow Alexandra Birch 27 20 0 04 May 2022
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers Vivek Kumar Rishabh Maheshwary Vikram Pudi AIMat 22 14 0 30 Apr 2022
Flow-Adapter Architecture for Unsupervised Machine Translation Yihong Liu Haris Jabbar Hinrich Schütze AI4CE 19 8 0 26 Apr 2022
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification Minyi Zhao Lu Zhang Yi Xu Jiandong Ding Jihong Guan Shuigeng Zhou VLM 49 10 0 24 Apr 2022
Taygete at SemEval-2022 Task 4: RoBERTa based models for detecting Patronising and Condescending Language Jayant Chhillar 41 0 0 22 Apr 2022
A Framework for Interactive Knowledge-Aided Machine Teaching Karan Taneja Harsh Sikka Ashok K. Goel HAI 25 4 0 21 Apr 2022
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation Yu Cao Wei Bi Meng Fang Shuming Shi Dacheng Tao 37 48 0 21 Apr 2022
PICT@DravidianLangTech-ACL2022: Neural Machine Translation On Dravidian Languages Aditya Vyawahare Rahul Tangsali Aditya Mandke Onkar Litake Dipali M. Kadam 11 11 0 19 Apr 2022
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language David Koleczek Alexander Scarlatos Siddha Makarand Karkare Preshma Linet Pereira 24 0 0 18 Apr 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis Bing Wang Liang Ding Qihuang Zhong Ximing Li Dacheng Tao 34 32 0 16 Apr 2022
Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Rongxiang Weng Weihua Luo Jun Xie Rong Jin CLL 17 24 0 14 Apr 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 44 176 0 12 Apr 2022
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection Zhen Li Bing Xu Conghui Zhu Tiejun Zhao 46 71 0 12 Apr 2022
Data Augmentation for Biomedical Factoid Question Answering Dimitris Pappas Prodromos Malakasiotis Ion Androutsopoulos MedIm 30 12 0 10 Apr 2022
Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data Yunxing Kang Tianqiao Liu Hang Li Y. Hao Wenbiao Ding 43 7 0 10 Apr 2022
Towards Better Chinese-centric Neural Machine Translation for Low-resource Languages Bin Li Yixuan Weng Fei Xia Hanjun Deng 32 15 0 09 Apr 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 29 24 0 08 Apr 2022
GigaST: A 10,000-hour Pseudo Speech Translation Corpus Rong Ye Chengqi Zhao Tom Ko Chutong Meng Tao Wang Mingxuan Wang Jun Cao 11 23 0 08 Apr 2022
Advancing Semi-Supervised Learning for Automatic Post-Editing: Data-Synthesis by Mask-Infilling with Erroneous Terms WonKee Lee Seong-Hwan Heo Jong-Hyeok Lee 19 1 0 08 Apr 2022
DAGAM: Data Augmentation with Generation And Modification Byeong-Cheol Jo Tak-Sung Heo Yeongjoon Park Yongmin Yoo Won-Ik Cho Kyungsun Kim VLM 22 2 0 06 Apr 2022
Fact Checking with Insufficient Evidence Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 48 14 0 05 Apr 2022
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models Gaurav Sahu Pau Rodríguez López I. Laradji Parmida Atighehchian David Vazquez Dzmitry Bahdanau 26 61 0 05 Apr 2022
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation Nishant Kambhatla Logan Born Anoop Sarkar 21 16 0 01 Apr 2022
When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation Ehsan Kamalloo Mehdi Rezagholizadeh A. Ghodsi 28 9 0 17 Mar 2022
Universal Conditional Masked Language Pre-training for Neural Machine Translation Pengfei Li Liangyou Li Meng Zhang Minghao Wu Qun Liu AI4CE 13 31 0 17 Mar 2022
Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation Zhiwei He Xing Wang Rui Wang Shuming Shi Zhaopeng Tu 20 12 0 16 Mar 2022
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages Zhiruo Wang Grace Cuenca Shuyan Zhou Frank F. Xu Graham Neubig 32 50 0 16 Mar 2022
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation Xuandong Zhao Zhiguo Yu Ming-li Wu Lei Li 29 5 0 15 Mar 2022
Can Synthetic Translations Improve Bitext Quality? Eleftheria Briakou Marine Carpuat 25 5 0 15 Mar 2022
Look Backward and Forward: Self-Knowledge Distillation with Bidirectional Decoder for Neural Machine Translation Xuan Zhang Libin Shen Disheng Pan Liangguo Wang Yanjun Miao 26 1 0 10 Mar 2022
Adaptor: Objective-Centric Adaptation Framework for Language Models Michal vStefánik Vít Novotný Nikola Groverová Petr Sojka 35 10 0 08 Mar 2022
Interactive Machine Learning for Image Captioning Mareike Hartmann Aliki Anagnostopoulou Daniel Sonntag VLM 13 4 0 28 Feb 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation Zhuang Li Lizhen Qu Qiongkai Xu Tongtong Wu Tianyang Zhan Gholamreza Haffari CoGe UD DRL 46 4 0 27 Feb 2022
OCR Improves Machine Translation for Low-Resource Languages Oana Ignat Jean Maillard Vishrav Chaudhary Francisco Guzmán 45 10 0 27 Feb 2022
Graph Data Augmentation for Graph Machine Learning: A Survey Tong Zhao Wei Jin Yozen Liu Yingheng Wang Gang Liu Stephan Günnemann Neil Shah Meng Jiang OOD 34 80 0 17 Feb 2022
End-to-End Training for Back-Translation with Categorical Reparameterization Trick DongNyeong Heo Heeyoul Choi 18 0 0 17 Feb 2022
A multi-task semi-supervised framework for Text2Graph & Graph2Text Oriol Domingo Marta R. Costa-jussá Carlos Escolano 37 1 0 12 Feb 2022
Data Scaling Laws in NMT: The Effect of Noise and Architecture Yamini Bansal Behrooz Ghorbani Ankush Garg Biao Zhang M. Krikun Colin Cherry Behnam Neyshabur Orhan Firat 42 47 0 04 Feb 2022
Natural Language to Code Using Transformers Uday Kusupati Venkata Ravi Teja Ailavarapu 19 4 0 01 Feb 2022
Compositionality as Lexical Symmetry Ekin Akyürek Jacob Andreas CoGe 52 8 0 30 Jan 2022
Unified Question Generation with Continual Lifelong Learning Wei Yuan Hongzhi Yin Tieke He Tong Chen Qiufeng Wang Li-zhen Cui 38 11 0 24 Jan 2022
Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing Georgii Mikriukov Mahdyar Ravanbakhsh Begüm Demir 29 39 0 20 Jan 2022
Linguistically-driven Multi-task Pre-training for Low-resource Neural Machine Translation Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 17 6 0 20 Jan 2022