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Improving Neural Machine Translation Models with Monolingual Data

Improving Neural Machine Translation Models with Monolingual Data

20 November 2015
Rico Sennrich
Barry Haddow
Alexandra Birch
ArXivPDFHTML

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

50 / 1,201 papers shown
Title
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book?
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book?
Seth Aycock
David Stap
Di Wu
Christof Monz
Khalil Simaán
36
2
0
27 Sep 2024
Reducing and Exploiting Data Augmentation Noise through Meta Reweighting
  Contrastive Learning for Text Classification
Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification
Guanyi Mou
Yichuan Li
Kyumin Lee
36
3
0
26 Sep 2024
Enhancing elusive clues in knowledge learning by contrasting attention of language models
Enhancing elusive clues in knowledge learning by contrasting attention of language models
Jian Gao
Xiao Zhang
Ji Wu
Miao Li
43
0
0
26 Sep 2024
Context-aware and Style-related Incremental Decoding framework for
  Discourse-Level Literary Translation
Context-aware and Style-related Incremental Decoding framework for Discourse-Level Literary Translation
Yuanchang Luo
Jiaxin Guo
Daimeng Wei
Hengchao Shang
Zongyao Li
Zhanglin Wu
Zhiqiang Rao
Shaojun Li
Jinlong Yang
Hao Yang
30
2
0
25 Sep 2024
Machine Translation Advancements of Low-Resource Indian Languages by
  Transfer Learning
Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning
Bin Wei
Jiawei Zhen
Zongyao Li
Zhanglin Wu
Daimeng Wei
...
Yuanchang Luo
Hengchao Shang
Jinlong Yang
Yuhao Xie
Hao Yang
VLM
27
1
0
24 Sep 2024
HW-TSC's Submission to the CCMT 2024 Machine Translation Tasks
HW-TSC's Submission to the CCMT 2024 Machine Translation Tasks
Zhanglin Wu
Yuanchang Luo
Daimeng Wei
Jiawei Zheng
Bin Wei
...
Jiaxin Guo
Shaojun Li
Mengli Zhu
Ning Xie
Hao Yang
45
1
0
23 Sep 2024
Choose the Final Translation from NMT and LLM hypotheses Using MBR
  Decoding: HW-TSC's Submission to the WMT24 General MT Shared Task
Choose the Final Translation from NMT and LLM hypotheses Using MBR Decoding: HW-TSC's Submission to the WMT24 General MT Shared Task
Zhanglin Wu
Daimeng Wei
Zongyao Li
Hengchao Shang
Jiaxin Guo
Shaojun Li
Zhiqiang Rao
Yuanchang Luo
Ning Xie
Hao Yang
35
4
0
23 Sep 2024
Keyword-Aware ASR Error Augmentation for Robust Dialogue State Tracking
Keyword-Aware ASR Error Augmentation for Robust Dialogue State Tracking
Jihyun Lee
Solee Im
Wonjun Lee
Gary Geunbae Lee
36
0
0
10 Sep 2024
KModels: Unlocking AI for Business Applications
KModels: Unlocking AI for Business Applications
Roy Abitbol
Eyal Cohen
Muhammad Kanaan
Bhavna Agrawal
Yingjie Li
Anuradha Bhamidipaty
Erez Bilgory
20
0
0
08 Sep 2024
A Comparative Study of Pre-training and Self-training
A Comparative Study of Pre-training and Self-training
Yiheng Wang
Jiayu Lin
Zuoquan Lin
SSL
27
0
0
04 Sep 2024
LLMs vs Established Text Augmentation Techniques for Classification:
  When do the Benefits Outweight the Costs?
LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs?
Ján Cegin
Jakub Simko
Peter Brusilovsky
26
1
0
29 Aug 2024
Leveraging Open Knowledge for Advancing Task Expertise in Large Language
  Models
Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models
Yuncheng Yang
Yulei Qin
Tong Wu
Zihan Xu
Gang Li
...
Yuchen Shi
Ke Li
Xing Sun
Jie Yang
Yun Gu
ALM
OffRL
MoE
60
0
0
28 Aug 2024
Generative-Adversarial Networks for Low-Resource Language Data
  Augmentation in Machine Translation
Generative-Adversarial Networks for Low-Resource Language Data Augmentation in Machine Translation
Linda Zeng
GAN
24
0
0
24 Aug 2024
High-Quality Data Augmentation for Low-Resource NMT: Combining a
  Translation Memory, a GAN Generator, and Filtering
High-Quality Data Augmentation for Low-Resource NMT: Combining a Translation Memory, a GAN Generator, and Filtering
Hengjie Liu
Ruibo Hou
Yves Lepage
16
1
0
22 Aug 2024
REInstruct: Building Instruction Data from Unlabeled Corpus
REInstruct: Building Instruction Data from Unlabeled Corpus
Shu Chen
Xinyan Guan
Yaojie Lu
Hongyu Lin
Xianpei Han
Le Sun
ALM
SyDa
27
2
0
20 Aug 2024
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer
Mingda Li
Abhijit Mishra
Utkarsh Mujumdar
42
0
0
19 Aug 2024
MulliVC: Multi-lingual Voice Conversion With Cycle Consistency
MulliVC: Multi-lingual Voice Conversion With Cycle Consistency
Jiawei Huang
Chen Zhang
Yi Ren
Ziyue Jiang
Zhenhui Ye
Jinglin Liu
Jinzheng He
Xiang Yin
Zhou Zhao
43
2
0
08 Aug 2024
Simplifying Translations for Children: Iterative Simplification
  Considering Age of Acquisition with LLMs
Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs
Masashi Oshika
Makoto Morishita
Tsutomu Hirao
Ryohei Sasano
Koichi Takeda
32
2
0
08 Aug 2024
StructEval: Deepen and Broaden Large Language Model Assessment via
  Structured Evaluation
StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation
Boxi Cao
Mengjie Ren
Hongyu Lin
Xianpei Han
Feng Zhang
Junfeng Zhan
Le Sun
ELM
42
3
0
06 Aug 2024
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen
  Languages
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages
Carlos Mullov
Ngoc-Quan Pham
Alexander Waibel
47
1
0
05 Aug 2024
Advancing Post-OCR Correction: A Comparative Study of Synthetic Data
Advancing Post-OCR Correction: A Comparative Study of Synthetic Data
Shuhao Guan
Derek Greene
36
6
0
05 Aug 2024
PRET: Planning with Directed Fidelity Trajectory for Vision and Language
  Navigation
PRET: Planning with Directed Fidelity Trajectory for Vision and Language Navigation
Renjie Lu
Jingke Meng
Wei-Shi Zheng
39
3
0
16 Jul 2024
Mitigating Data Imbalance for Software Vulnerability Assessment: Does
  Data Augmentation Help?
Mitigating Data Imbalance for Software Vulnerability Assessment: Does Data Augmentation Help?
T. H. Le
Muhammad Ali Babar
32
5
0
15 Jul 2024
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems
Satya Almasian
Milena Bruseva
Michael Gertz
27
0
0
14 Jul 2024
Rule-Based, Neural and LLM Back-Translation: Comparative Insights from a
  Variant of Ladin
Rule-Based, Neural and LLM Back-Translation: Comparative Insights from a Variant of Ladin
Samuel Frontull
Georg Moser
28
2
0
11 Jul 2024
KpopMT: Translation Dataset with Terminology for Kpop Fandom
KpopMT: Translation Dataset with Terminology for Kpop Fandom
JiWoo Kim
Yunsu Kim
Jinyeong Bak
23
1
0
10 Jul 2024
A Survey of Data Synthesis Approaches
A Survey of Data Synthesis Approaches
Hsin-Yu Chang
Pei-Yu Chen
Tun-Hsiang Chou
Chang-Sheng Kao
Hsuan-Yun Yu
Yen-Ting Lin
Yun-Nung Chen
44
6
0
04 Jul 2024
Leveraging Synthetic Audio Data for End-to-End Low-Resource Speech
  Translation
Leveraging Synthetic Audio Data for End-to-End Low-Resource Speech Translation
Yasmin Moslem
SyDa
49
2
0
25 Jun 2024
Learning Translations via Matrix Completion
Learning Translations via Matrix Completion
Derry Wijaya
Brendan Callahan
John Hewitt
Jie Gao
Xiao Ling
Marianna Apidianaki
Chris Callison-Burch
31
19
0
19 Jun 2024
Enhancing and Assessing Instruction-Following with Fine-Grained
  Instruction Variants
Enhancing and Assessing Instruction-Following with Fine-Grained Instruction Variants
Jiuding Yang
Weidong Guo
Kaitong Yang
Xiangyang Li
Zhuwei Rao
Yu-Syuan Xu
Di Niu
21
0
0
17 Jun 2024
Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot
  Generative AI Models in Text Classification
Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification
Martin Juan José Bucher
Marco Martini
ALM
AI4MH
29
28
0
12 Jun 2024
Semi-Supervised Spoken Language Glossification
Semi-Supervised Spoken Language Glossification
Huijie Yao
Wengang Zhou
Hao Zhou
Houqiang Li
34
0
0
12 Jun 2024
Semisupervised Neural Proto-Language Reconstruction
Semisupervised Neural Proto-Language Reconstruction
Liang Lu
Peirong Xie
David R. Mortensen
19
0
0
09 Jun 2024
Evaluating the Effectiveness of Data Augmentation for Emotion
  Classification in Low-Resource Settings
Evaluating the Effectiveness of Data Augmentation for Emotion Classification in Low-Resource Settings
Aashish Arora
Elsbeth Turcan
36
1
0
07 Jun 2024
LexMatcher: Dictionary-centric Data Collection for LLM-based Machine
  Translation
LexMatcher: Dictionary-centric Data Collection for LLM-based Machine Translation
Yongjing Yin
Jiali Zeng
Yafu Li
Fandong Meng
Yue Zhang
47
1
0
03 Jun 2024
Recent Trends in Personalized Dialogue Generation: A Review of Datasets,
  Methodologies, and Evaluations
Recent Trends in Personalized Dialogue Generation: A Review of Datasets, Methodologies, and Evaluations
Yi-Pei Chen
Noriki Nishida
Hideki Nakayama
Yuji Matsumoto
LLMAG
55
11
0
28 May 2024
A Survey on Multi-modal Machine Translation: Tasks, Methods and
  Challenges
A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges
Huangjun Shen
Liangying Shao
Wenbo Li
Zhibin Lan
Zhanyu Liu
Jinsong Su
44
2
0
21 May 2024
A Comprehensive Survey on Data Augmentation
A Comprehensive Survey on Data Augmentation
Zaitian Wang
Pengfei Wang
Kunpeng Liu
Pengyang Wang
Yanjie Fu
Chang-Tien Lu
Charu Aggarwal
Jian Pei
Yuanchun Zhou
ViT
109
22
0
15 May 2024
CANTONMT: Investigating Back-Translation and Model-Switch Mechanisms for
  Cantonese-English Neural Machine Translation
CANTONMT: Investigating Back-Translation and Model-Switch Mechanisms for Cantonese-English Neural Machine Translation
Kung Yin Hong
Lifeng Han
R. Batista-Navarro
Goran Nenadic
36
0
0
13 May 2024
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy
  Data in Misaligned Languages Suffice?
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?
D. Zhu
Pinzhen Chen
Miaoran Zhang
Barry Haddow
Xiaoyu Shen
Dietrich Klakow
49
9
0
22 Apr 2024
EuSQuAD: Automatically Translated and Aligned SQuAD2.0 for Basque
EuSQuAD: Automatically Translated and Aligned SQuAD2.0 for Basque
Aitor García-Pablos
Naiara Pérez
Montse Cuadros
Jaione Bengoetxea
26
0
0
18 Apr 2024
Investigating Neural Machine Translation for Low-Resource Languages:
  Using Bavarian as a Case Study
Investigating Neural Machine Translation for Low-Resource Languages: Using Bavarian as a Case Study
Wan-Hua Her
Udo Kruschwitz
45
4
0
12 Apr 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models
Best Practices and Lessons Learned on Synthetic Data for Language Models
Ruibo Liu
Jerry W. Wei
Fangyu Liu
Chenglei Si
Yanzhe Zhang
...
Steven Zheng
Daiyi Peng
Diyi Yang
Denny Zhou
Andrew M. Dai
SyDa
EgoV
43
86
0
11 Apr 2024
Charles Translator: A Machine Translation System between Ukrainian and
  Czech
Charles Translator: A Machine Translation System between Ukrainian and Czech
Martin Popel
Lucie Poláková
Michal Novák
Jindřich Helcl
Jindrich Libovický
Pavel Stranák
Tomás Krabac
Jaroslava Hlavácová
Mariia Anisimova
Tereza Chlanová
22
0
0
10 Apr 2024
Language-Independent Representations Improve Zero-Shot Summarization
Language-Independent Representations Improve Zero-Shot Summarization
V. Solovyev
Danni Liu
Jan Niehues
27
0
0
08 Apr 2024
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language
  Translation
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation
Tong Su
Xin Peng
Sarubi Thillainathan
David Guzmán
Surangika Ranathunga
En-Shiun Annie Lee
43
2
0
05 Apr 2024
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning
  through Logical Fallacy Understanding
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding
Yanda Li
Dixuan Wang
Jiaqing Liang
Guochao Jiang
Qi He
Yanghua Xiao
Deqing Yang
LRM
ELM
48
7
0
04 Apr 2024
Controllable and Diverse Data Augmentation with Large Language Model for
  Low-Resource Open-Domain Dialogue Generation
Controllable and Diverse Data Augmentation with Large Language Model for Low-Resource Open-Domain Dialogue Generation
Zhenhua Liu
Tong Zhu
Jianxiang Xiang
Wenliang Chen
38
2
0
30 Mar 2024
A Comprehensive Study on NLP Data Augmentation for Hate Speech
  Detection: Legacy Methods, BERT, and LLMs
A Comprehensive Study on NLP Data Augmentation for Hate Speech Detection: Legacy Methods, BERT, and LLMs
Md Saroar Jahan
Mourad Oussalah
D. Beddiar
Jhuma Kabir Mim
Nabil Arhab
32
6
0
30 Mar 2024
Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion
Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion
Juhwan Choi
Youngbin Kim
21
0
0
29 Mar 2024
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