Improving Neural Machine Translation Models with Monolingual Data

20 November 2015

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

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Title
Syntax-based data augmentation for Hungarian-English machine translation Attila Nagy Patrick Nanys Balázs Frey Konrád Bence Bial Judit Ács 14 2 0 18 Jan 2022
Cost-Effective Training in Low-Resource Neural Machine Translation Sai Koneru Danni Liu Jan Niehues 31 1 0 14 Jan 2022
ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization Mengsay Loem Sho Takase Masahiro Kaneko Naoaki Okazaki 21 12 0 14 Jan 2022
Self-Training Vision Language BERTs with a Unified Conditional Model Xiaofeng Yang Fengmao Lv Fayao Liu Guosheng Lin SSL VLM 54 13 0 06 Jan 2022
LINDA: Unsupervised Learning to Interpolate in Natural Language Processing Yekyung Kim Seohyeong Jeong Kyunghyun Cho 17 8 0 28 Dec 2021
TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations Xin Tian Xinxian Huang Dongfeng He Yingzhan Lin Siqi Bao ... Jian Xie Shuqi Sun Fan Wang Hua Wu Haifeng Wang 36 17 0 23 Dec 2021
Data Augmentation for Mental Health Classification on Social Media Gunjan Ansari Muskan Garg Chandni Saxena 45 19 0 19 Dec 2021
Sharpness-Aware Minimization with Dynamic Reweighting Wenxuan Zhou Fangyu Liu Huan Zhang Muhao Chen AAML 31 8 0 16 Dec 2021
Isometric MT: Neural Machine Translation for Automatic Dubbing Surafel Melaku Lakew Yogesh Virkar Prashant Mathur Marcello Federico 21 22 0 16 Dec 2021
Semantic Search as Extractive Paraphrase Span Detection Jenna Kanerva Hanna Kitti Li-Hsin Chang Teemu Vahtola Mathias Creutz Filip Ginter 35 2 0 09 Dec 2021
Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Lavinia Dunagan Jacob Morrison Alexander R. Fabbri Yejin Choi Noah A. Smith 57 39 0 08 Dec 2021
LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training Shumin Deng Jiacheng Yang Hongbin Ye Chuanqi Tan Mosha Chen Songfang Huang Fei Huang Huajun Chen Ningyu Zhang 27 7 0 02 Dec 2021
AugLiChem: Data Augmentation Library of Chemical Structures for Machine Learning Rishikesh Magar Yuyang Wang Cooper Lorsung Chen Liang Hariharan Ramasubramanian Peiyuan Li A. Farimani 28 28 0 30 Nov 2021
Linguistic Knowledge in Data Augmentation for Natural Language Processing: An Example on Chinese Question Matching Zhengxiang Wang 8 2 0 29 Nov 2021
Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs Amr Hendy Esraa A. Gad M. Abdelghaffar Jailan S. ElMosalami Mohamed Afify Ahmed Tawfik Hany Awadalla MoE 29 3 0 26 Nov 2021
Revisiting Contextual Toxicity Detection in Conversations Atijit Anuchitanukul Julia Ive Lucia Specia 19 15 0 24 Nov 2021
Data Processing Matters: SRPH-Konvergen AI's Machine Translation System for WMT'21 Lintang Sutawika Jan Christian Blaise Cruz 11 3 0 20 Nov 2021
To Augment or Not to Augment? A Comparative Study on Text Augmentation Techniques for Low-Resource NLP Gözde Gül Sahin 42 33 0 18 Nov 2021
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification A. Edwards Asahi Ushio Jose Camacho-Collados Hélène de Ribaupierre Alun D. Preece VLM 21 23 0 17 Nov 2021
LiT: Zero-Shot Transfer with Locked-image text Tuning Xiaohua Zhai Tianlin Li Basil Mustafa Andreas Steiner Daniel Keysers Alexander Kolesnikov Lucas Beyer VLM 48 544 0 15 Nov 2021
DEEP: DEnoising Entity Pre-training for Neural Machine Translation Junjie Hu Hiroaki Hayashi Kyunghyun Cho Graham Neubig AI4CE 27 21 0 14 Nov 2021
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation Eleftheria Briakou Sida Wang Luke Zettlemoyer Marjan Ghazvininejad 34 5 0 12 Nov 2021
FILIP: Fine-grained Interactive Language-Image Pre-Training Lewei Yao Runhu Huang Lu Hou Guansong Lu Minzhe Niu Hang Xu Xiaodan Liang Zhenguo Li Xin Jiang Chunjing Xu VLM CLIP 30 619 0 09 Nov 2021
Developing neural machine translation models for Hungarian-English A. Nagy 32 1 0 07 Nov 2021
System Combination for Grammatical Error Correction Based on Integer Programming Ruixi Lin Hwee Tou Ng 18 8 0 02 Nov 2021
Transferring Domain-Agnostic Knowledge in Video Question Answering Tianran Wu Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima Haruo Takemura 25 8 0 26 Oct 2021
Multilingual Unsupervised Neural Machine Translation with Denoising Adapters Ahmet Üstün Alexandre Berard Laurent Besacier Matthias Gallé 25 44 0 20 Oct 2021
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters Asa Cooper Stickland Alexandre Berard Vassilina Nikoulina AI4CE 19 28 0 18 Oct 2021
Unsupervised Natural Language Inference Using PHL Triplet Generation Neeraj Varshney Pratyay Banerjee Tejas Gokhale Chitta Baral 31 9 0 16 Oct 2021
Understanding Model Robustness to User-generated Noisy Texts Jakub Náplava Martin Popel Milan Straka Jana Straková 36 16 0 14 Oct 2021
An Empirical Investigation of Multi-bridge Multilingual NMT models Anoop Kunchukuttan 49 3 0 14 Oct 2021
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems Harrison Lee Raghav Gupta Abhinav Rastogi Yuan Cao Bin Zhang Yonghui Wu 74 33 0 13 Oct 2021
Leveraging Automated Unit Tests for Unsupervised Code Translation Baptiste Roziere Jie M. Zhang François Charton Mark Harman Gabriel Synnaeve Guillaume Lample 33 112 0 13 Oct 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition Evgeniia Tokarchuk David Thulke Weiyue Wang Christian Dugast Hermann Ney 21 2 0 12 Oct 2021
Unsupervised Neural Machine Translation with Generative Language Models Only Jesse Michael Han Igor Babuschkin Harrison Edwards Arvind Neelakantan Tao Xu ... Alex Ray Pranav Shyam Aditya A. Ramesh Alec Radford Ilya Sutskever 52 36 0 11 Oct 2021
Sicilian Translator: A Recipe for Low-Resource NMT Eryk Wdowiak 20 2 0 05 Oct 2021
Data Augmentation Approaches in Natural Language Processing: A Survey Bohan Li Yutai Hou Wanxiang Che 132 274 0 05 Oct 2021
On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation Xuebo Liu Longyue Wang Derek F. Wong Liang Ding Lidia S. Chao Shuming Shi Zhaopeng Tu 35 26 0 05 Oct 2021
Prose2Poem: The Blessing of Transformers in Translating Prose to Persian Poetry Reza Khanmohammadi Mitra Sadat Mirshafiee Yazdan Rezaee Jouryabi Seyed Abolghasem Mirroshandel 17 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 36 6 0 29 Sep 2021
Towards Reinforcement Learning for Pivot-based Neural Machine Translation with Non-autoregressive Transformer Evgeniia Tokarchuk Jan Rosendahl Weiyue Wang Pavel Petrushkov Tomer Lancewicki Shahram Khadivi Hermann Ney LRM 21 1 0 27 Sep 2021
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer Evgeniia Tokarchuk Jan Rosendahl Weiyue Wang Pavel Petrushkov Tomer Lancewicki Shahram Khadivi Hermann Ney 28 2 0 27 Sep 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer's Disease from Text Jekaterina Novikova OOD 26 10 0 24 Sep 2021
Can Question Generation Debias Question Answering Models? A Case Study on Question-Context Lexical Overlap Kazutoshi Shinoda Saku Sugawara Akiko Aizawa 32 13 0 23 Sep 2021
Exploiting Curriculum Learning in Unsupervised Neural Machine Translation Jinliang Lu Jiajun Zhang 29 7 0 23 Sep 2021
Non-Parametric Online Learning from Human Feedback for Neural Machine Translation Dongqi Wang Hao-Ran Wei Zhirui Zhang Shujian Huang Jun Xie Jiajun Chen OffRL 57 15 0 23 Sep 2021
The NiuTrans Machine Translation Systems for WMT21 Yuhao Zhang Tao Zhou Bin Wei Runzhe Cao Yongyu Mu ... Weiqiao Shan Yinqiao Li Bei Li Tong Xiao Jingbo Zhu 32 17 0 22 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 34 12 0 21 Sep 2021
Data Augmentation Methods for Anaphoric Zero Pronouns Abdulrahman Aloraini Massimo Poesio 29 5 0 20 Sep 2021
Emily: Developing An Emotion-affective Open-Domain Chatbot with Knowledge Graph-based Persona Weixuan Wang Xiaoling Cai Chongxuan Huang Haoran Wang H. Lu Ximing Liu Wei Peng AI4MH 43 3 0 18 Sep 2021