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
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican Nathaniel R. Robinson Cameron J. Hogan Nancy Fulda David R. Mortensen 37 5 0 13 Sep 2022
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification Hui Chen Wei Han Diyi Yang Soujanya Poria 23 12 0 12 Sep 2022
Multilingual Bidirectional Unsupervised Translation Through Multilingual Finetuning and Back-Translation Bryan Li Mohammad Sadegh Rasooli Ajay Patel Chris Callison-Burch 50 4 0 06 Sep 2022
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue Systems Janghoon Han Joongbo Shin Hosung Song Hyunjik Jo Gyeonghun Kim Yireun Kim Stanley Jungkyu Choi 21 4 0 06 Sep 2022
Selective Text Augmentation with Word Roles for Low-Resource Text Classification Biyang Guo Songqiao Han Hailiang Huang 19 9 0 04 Sep 2022
Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLP Johann Frei Frank Kramer 29 1 0 30 Aug 2022
PEER: A Collaborative Language Model Timo Schick Jane Dwivedi-Yu Zhengbao Jiang Fabio Petroni Patrick Lewis Gautier Izacard Qingfei You Christoforos Nalmpantis Edouard Grave Sebastian Riedel ALM 50 93 0 24 Aug 2022
Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations Paul Primus Gerhard Widmer 29 6 0 24 Aug 2022
Judge a Sentence by Its Content to Generate Grammatical Errors C. R. Rahman 25 1 0 20 Aug 2022
PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation Hongyuan Lu W. Lam 21 9 0 17 Aug 2022
The Causal Structure of Domain Invariant Supervised Representation Learning Zihao Wang Victor Veitch CML OOD 16 3 0 15 Aug 2022
Domain-Specific Text Generation for Machine Translation Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way 24 16 0 11 Aug 2022
Deep Learning Driven Natural Languages Text to SQL Query Conversion: A Survey Ayush Kumar P. Nagarkar Prabhav Nalhe Sanjeev Vijayakumar 27 17 0 08 Aug 2022
Study of Encoder-Decoder Architectures for Code-Mix Search Query Translation Mandar M. Kulkarni Soumya Chennabasavaraj Nikesh Garera 16 3 0 07 Aug 2022
SpanDrop: Simple and Effective Counterfactual Learning for Long Sequences Peng Qi Guangtao Wang Jing Huang 24 0 0 03 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 34 10 0 25 Jul 2022
Learning to translate by learning to communicate C.M. Downey Xuhui Zhou Leo Z. Liu Shane Steinert-Threlkeld 34 5 0 14 Jul 2022
Building Korean Sign Language Augmentation (KoSLA) Corpus with Data Augmentation Technique Changnam An Eunkyung Han Dongmyeong Noh O. Kwon Sumi Lee H. Han SLR 13 1 0 12 Jul 2022
TArC: Tunisian Arabish Corpus First complete release Elisa Gugliotta Marco Dinarelli 20 7 0 11 Jul 2022
Gradual Domain Adaptation without Indexed Intermediate Domains Hong-You Chen Wei-Lun Chao CLL 57 40 0 11 Jul 2022
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation Quanyu Long Tianze Luo Wenya Wang Sinno Jialin Pan 59 8 0 10 Jul 2022
Predicting Out-of-Domain Generalization with Neighborhood Invariance Nathan Ng Neha Hulkund Kyunghyun Cho Marzyeh Ghassemi OOD 27 4 0 05 Jul 2022
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism Xiangning Xie Yuqiao Liu Yanan Sun Mengjie Zhang Kay Chen Tan GNN AI4CE 25 2 0 03 Jul 2022
Exploring Temporally Dynamic Data Augmentation for Video Recognition Taeoh Kim Jinhyung Kim Minho Shim Sangdoo Yun Myunggu Kang Dongyoon Wee Sangyoun Lee AI4TS 23 10 0 30 Jun 2022
Improved Text Classification via Test-Time Augmentation H. Lu Divya Shanmugam Harini Suresh John Guttag ViT 33 11 0 27 Jun 2022
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP Yufei Wang Jiayi Zheng Can Xu Xiubo Geng Tao Shen Chongyang Tao Daxin Jiang VLM MoE 31 2 0 21 Jun 2022
Text normalization for low-resource languages: the case of Ligurian S. Lusito Edoardo Ferrante Jean Maillard 27 5 0 16 Jun 2022
The YiTrans End-to-End Speech Translation System for IWSLT 2022 Offline Shared Task Ziqiang Zhang Junyi Ao Long Zhou Shujie Liu Furu Wei Jinyu Li 25 9 0 12 Jun 2022
Dict-NMT: Bilingual Dictionary based NMT for Extremely Low Resource Languages Nalin Kumar Deepak Kumar Subhankar Mishra 35 1 0 09 Jun 2022
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation Zi-Yi Dou Nanyun Peng 30 22 0 09 Jun 2022
LegoNN: Building Modular Encoder-Decoder Models Siddharth Dalmia Dmytro Okhonko M. Lewis Sergey Edunov Shinji Watanabe Florian Metze Luke Zettlemoyer Abdel-rahman Mohamed AuLLM MoE 29 14 0 07 Jun 2022
Global Mixup: Eliminating Ambiguity with Clustering Xiangjin Xie Yongqian Li Wang Chen Kai Ouyang Li Jiang Haitao Zheng 4 3 0 06 Jun 2022
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives Wei Wang Liangzhu Ge Jingqiao Zhang Cheng-Fu Yang 33 20 0 06 Jun 2022
Kallima: A Clean-label Framework for Textual Backdoor Attacks Xiaoyi Chen Yinpeng Dong Zeyu Sun Shengfang Zhai Qingni Shen Zhonghai Wu AAML 14 30 0 03 Jun 2022
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation Virginia Adams Sandeep Subramanian Mike Chrzanowski Oleksii Hrinchuk Oleksii Kuchaiev 33 2 0 02 Jun 2022
Natural Language Sentence Generation from API Specifications Siyu Huo K. Mukherjee Jayachandu Bandlamudi Vatche Isahagian Vinod Muthusamy Sadhana Kumaravel 30 2 0 01 Jun 2022
Exploring Diversity in Back Translation for Low-Resource Machine Translation Laurie Burchell Alexandra Birch Kenneth Heafield 31 15 0 01 Jun 2022
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model Xuan-Phi Nguyen Shafiq Joty Wu Kui Ai Ti Aw LRM 26 3 0 31 May 2022
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation Chenze Shao Xuanfu Wu Yang Feng 17 22 0 28 May 2022
Autoformalization with Large Language Models Yuhuai Wu Albert Q. Jiang Wenda Li M. Rabe Charles Staats M. Jamnik Christian Szegedy AI4CE 112 160 0 25 May 2022
Leveraging QA Datasets to Improve Generative Data Augmentation Dheeraj Mekala Tu Vu Timo Schick Jingbo Shang 27 18 0 25 May 2022
Lack of Fluency is Hurting Your Translation Model J. Yoo Jaewoo Kang 23 0 0 24 May 2022
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 47 27 0 23 May 2022
Improving Short Text Classification With Augmented Data Using GPT-3 Salvador Balkus Donghui Yan 38 33 0 23 May 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 137 352 0 21 May 2022
Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome E. Gordon-Rodríguez Thomas P. Quinn John P. Cunningham 46 7 0 20 May 2022
Transformers as Neural Augmentors: Class Conditional Sentence Generation via Variational Bayes M. Bilici M. Amasyalı ViT 13 2 0 19 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 27 4 0 19 May 2022
Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation Muhammad Umair Nasir Innocent Amos Mchechesi 42 8 0 17 May 2022
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding Le Zhang Zichao Yang Diyi Yang 38 24 0 12 May 2022