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
On-the-Fly Fusion of Large Language Models and Machine Translation Hieu T. Hoang Huda Khayrallah Marcin Junczys-Dowmunt 41 3 0 14 Nov 2023
Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models Alireza Mohammadshahi Jannis Vamvas Rico Sennrich LRM 32 0 0 13 Nov 2023
Simple and Effective Input Reformulations for Translation Brian Yu Hansen Lillemark Kurt Keutzer 34 0 0 12 Nov 2023
Mental Health Diagnosis in the Digital Age: Harnessing Sentiment Analysis on Social Media Platforms upon Ultra-Sparse Feature Content Haijian Shao Ming Zhu Shengjie Zhai AI4MH 14 2 0 09 Nov 2023
Multilingual Mathematical Autoformalization Albert Q. Jiang Wenda Li M. Jamnik AI4CE 37 19 0 07 Nov 2023
TreeSwap: Data Augmentation for Machine Translation via Dependency Subtree Swapping Attila Nagy Dorina Lakatos Botond Barta Judit Ács 28 1 0 04 Nov 2023
Replicable Benchmarking of Neural Machine Translation (NMT) on Low-Resource Local Languages in Indonesia Lucky Susanto Ryandito Diandaru Adila Alfa Krisnadhi Ayu Purwarianti Derry Wijaya 22 2 0 02 Nov 2023
PAC-tuning:Fine-tuning Pretrained Language Models with PAC-driven Perturbed Gradient Descent Guang-Da Liu Zhiyu Xue Xitong Zhang K. Johnson Rongrong Wang 33 5 0 26 Oct 2023
Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors Marek Kubis Pawel Skórzewski Marcin Sowañski Tomasz Ziętkiewicz 13 6 0 25 Oct 2023
Samsung R&D Institute Philippines at WMT 2023 Jan Christian Blaise Cruz 15 6 0 25 Oct 2023
The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model Pretraining Ting-Rui Chiang Dani Yogatama 25 1 0 25 Oct 2023
Data Augmentation Techniques for Machine Translation of Code-Switched Texts: A Comparative Study Injy Hamed Nizar Habash Ngoc Thang Vu 32 2 0 23 Oct 2023
How To Build Competitive Multi-gender Speech Translation Models For Controlling Speaker Gender Translation Marco Gaido Dennis Fucci Matteo Negri L. Bentivogli 39 2 0 23 Oct 2023
Domain Terminology Integration into Machine Translation: Leveraging Large Language Models Yasmin Moslem Gianfranco Romani Mahdi Molaei Rejwanul Haque John D. Kelleher Andy Way 33 16 0 22 Oct 2023
Boosting Unsupervised Machine Translation with Pseudo-Parallel Data Ivana Kvapilíková Ondrej Bojar MoE 24 0 0 22 Oct 2023
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation Gaurav Sahu Olga Vechtomova Dzmitry Bahdanau I. Laradji VLM 55 24 0 22 Oct 2023
On Synthetic Data for Back Translation Jiahao Xu Yubin Ruan Wei Bi Guoping Huang Shuming Shi Lihui Chen Lemao Liu 24 12 0 20 Oct 2023
Beyond Hard Samples: Robust and Effective Grammatical Error Correction with Cycle Self-Augmenting Zecheng Tang Kaiqi Feng Juntao Li Min Zhang 46 2 0 20 Oct 2023
Document-Level Language Models for Machine Translation Frithjof Petrick Christian Herold Pavel Petrushkov Shahram Khadivi Hermann Ney 26 9 0 18 Oct 2023
MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction Jingheng Ye Hai-Tao Zheng Yangning Li Hai-Tao Zheng 13 1 0 18 Oct 2023
Towards a Better Understanding of Variations in Zero-Shot Neural Machine Translation Performance Shaomu Tan Christof Monz 38 11 0 16 Oct 2023
UvA-MT's Participation in the WMT23 General Translation Shared Task Di Wu Shaomu Tan David Stap Ali Araabi Christof Monz 32 3 0 15 Oct 2023
Does Synthetic Data Make Large Language Models More Efficient? Sia Gholami Marwan Omar 33 12 0 11 Oct 2023
VeCLIP: Improving CLIP Training via Visual-enriched Captions Zhengfeng Lai Haotian Zhang Bowen Zhang Wentao Wu Haoping Bai ... Zhe Gan Jiulong Shan Chen-Nee Chuah Yinfei Yang Meng Cao CLIP VLM 37 28 0 11 Oct 2023
It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk Amanda Bertsch Alex Xie Graham Neubig Matthew R. Gormley 46 32 0 02 Oct 2023
Robust Sentiment Analysis for Low Resource languages Using Data Augmentation Approaches: A Case Study in Marathi Aabha Pingle Aditya Vyawahare Isha Joshi Rahul Tangsali Geetanjali Kale Raviraj Joshi 22 3 0 01 Oct 2023
Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness Valentin Barriere Felipe del Rio Andres Carvallo De Ferari Carlos Aspillaga Eugenio Herrera-Berg Cristian Buc Calderon DiffM 27 0 0 27 Sep 2023
Hindi to English: Transformer-Based Neural Machine Translation Kavit Gangar Hardik Ruparel Shreyas Lele 17 5 0 23 Sep 2023
The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A" Lukas Berglund Meg Tong Max Kaufmann Mikita Balesni Asa Cooper Stickland Tomasz Korbak Owain Evans LRM 41 244 0 21 Sep 2023
MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods M. Finkelstein Subhajit Naskar Mehdi Mirzazadeh Apurva Shah Markus Freitag 47 26 0 19 Sep 2023
Minimum Bayes' Risk Decoding for System Combination of Grammatical Error Correction Systems Vyas Raina Mark Gales 29 1 0 12 Sep 2023
From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery Yuhan Chen Nuwa Xi Yanrui Du Hao Wang Jianyu Chen Sendong Zhao Bing Qin 27 10 0 11 Sep 2023
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset Sneha Kudugunta Isaac Caswell Biao Zhang Xavier Garcia Christopher A. Choquette-Choo ... Derrick Xin Aditya Kusupati Romi Stella Ankur Bapna Orhan Firat 73 118 0 09 Sep 2023
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction Yang Wu Xurui Li Xuhong Zhang Yangyang Kang Changlong Sun Xiaozhong Liu 32 3 0 06 Sep 2023
Taken out of context: On measuring situational awareness in LLMs Lukas Berglund Asa Cooper Stickland Mikita Balesni Max Kaufmann Meg Tong Tomasz Korbak Daniel Kokotajlo Owain Evans LLMAG LRM 16 62 0 01 Sep 2023
Ngambay-French Neural Machine Translation (sba-Fr) Sakayo Toadoum Sari Angela Fan Lema Logamou Seknewna 11 0 0 25 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Min Zhang Björn W. Schuller LM&MA AuLLM 35 38 0 24 Aug 2023
Sarcasm Detection in a Disaster Context Tiberiu Sosea Junyi Jessy Li Cornelia Caragea 19 0 0 16 Aug 2023
VBD-MT Chinese-Vietnamese Translation Systems for VLSP 2022 H. Trieu Song Kiet Bui T. M. Tran Van-Khanh Tran H. Nguyen VLM MoE 32 1 0 15 Aug 2023
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models Siheng Li Cheng Yang Yichun Yin Xinyu Zhu Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang SyDa 35 3 0 12 Aug 2023
Self-Alignment with Instruction Backtranslation Xian Li Ping Yu Chunting Zhou Timo Schick Omer Levy Luke Zettlemoyer Jason Weston M. Lewis SyDa 29 124 0 11 Aug 2023
Leveraging Few-Shot Data Augmentation and Waterfall Prompting for Response Generation Lea Krause Selene Báez Santamaría Michiel van der Meer Urja Khurana 25 3 0 02 Aug 2023
Feature-aware conditional GAN for category text generation Xinze Li K. Mao Fanfan Lin Zijian Feng GAN 29 15 0 02 Aug 2023
Data Augmentation for Neural Machine Translation using Generative Language Model Seokjin Oh Su ah Lee Woohwan Jung SyDa 21 13 0 26 Jul 2023
Incorporating Human Translator Style into English-Turkish Literary Machine Translation Zeynep Yi̇rmi̇beşoğlu Olgun Dursun Harun Dalli Mehmet Şahin Ena Hodzik Sabri Gürses Tunga Güngör 23 0 0 21 Jul 2023
Data Augmentation for Machine Translation via Dependency Subtree Swapping Attila Nagy Dorina Lakatos Botond Barta Patrick Nanys Judit Ács 31 1 0 13 Jul 2023
Neural Machine Translation Data Generation and Augmentation using ChatGPT Wayne Yang Garrett Nicolai 45 7 0 11 Jul 2023
Probabilistic Linguistic Knowledge and Token-level Text Augmentation Zhengxiang Wang 29 0 0 29 Jun 2023
Label-Aware Hyperbolic Embeddings for Fine-grained Emotion Classification Chih-Yao Chen Tun-Min Hung Yi-Li Hsu Lun-Wei Ku 25 10 0 26 Jun 2023
Exploring the Robustness of Large Language Models for Solving Programming Problems Atsushi Shirafuji Yutaka Watanobe Takumi Ito Makoto Morishita Yuki Nakamura Yusuke Oda Jun Suzuki ELM 41 18 0 26 Jun 2023