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
AudioPaLM: A Large Language Model That Can Speak and Listen Paul Kishan Rubenstein Chulayuth Asawaroengchai D. Nguyen Ankur Bapna Zalan Borsos ... Neil Zeghidour Yu Zhang Zhishuai Zhang Lukás Zilka Christian Frank LM&MA AuLLM VLM 48 264 0 22 Jun 2023
A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment Analysis Dongming Wu Lulu Wen Chao Chen Zhaoshu Shi 27 2 0 20 Jun 2023
Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models Qinhong Zhou Zonghan Yang Peng Li Yang Liu 40 3 0 15 Jun 2023
A Survey of Vision-Language Pre-training from the Lens of Multimodal Machine Translation Jeremy Gwinnup Kevin Duh VLM 28 3 0 12 Jun 2023
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction Manuel Mager Rajat Bhatnagar Graham Neubig Ngoc Thang Vu Katharina Kann 30 10 0 11 Jun 2023
LOST: A Mental Health Dataset of Low Self-esteem in Reddit Posts Muskan Garg Manas Gaur Raxit Goswami Sung-Hee Sohn AI4MH 18 3 0 08 Jun 2023
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models Potsawee Manakul Yassir Fathullah Adian Liusie Vyas Raina Vatsal Raina Mark Gales 29 12 0 08 Jun 2023
Improving Language Model Integration for Neural Machine Translation Christian Herold Yingbo Gao Mohammad Zeineldeen Hermann Ney 29 2 0 08 Jun 2023
Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health C. Liyanage Muskan Garg Vijay K. Mago S. Sohn 11 9 0 06 Jun 2023
Iterative Translation Refinement with Large Language Models Pinzhen Chen Zhicheng Guo Barry Haddow Kenneth Heafield LRM 17 22 0 06 Jun 2023
Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory Aliki Anagnostopoulou Mareike Hartmann Daniel Sonntag CLL VLM 31 0 0 06 Jun 2023
Extract and Attend: Improving Entity Translation in Neural Machine Translation Zixin Zeng Rui Wang Yichong Leng Junliang Guo Xu Tan Tao Qin Tie-Yan Liu 22 1 0 04 Jun 2023
Simple Data Augmentation Techniques for Chinese Disease Normalization Wenqian Cui Xiangling Fu Shao-Chen Liu Mingjun Gu Xien Liu Ji Wu Irwin King 35 0 0 02 Jun 2023
Text Style Transfer Back-Translation Daimeng Wei Zhanglin Wu Hengchao Shang Zongyao Li Minghan Wang Jiaxin Guo Xiaoyu Chen Zhengzhe Yu Hao Yang 11 6 0 02 Jun 2023
Improving CLIP Training with Language Rewrites Lijie Fan Dilip Krishnan Phillip Isola Dina Katabi Yonglong Tian BDL VLM CLIP 33 157 0 31 May 2023
Sentence Simplification Using Paraphrase Corpus for Initialization Kaiyu Liu Jipeng Qiang 16 0 0 31 May 2023
MSMix:An Interpolation-Based Text Data Augmentation Method Manifold Swap Mixup Mao Ye Haitao Wang Zheqian Chen 16 1 0 31 May 2023
LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning Amirhossein Abaskohi S. Rothe Yadollah Yaghoobzadeh VLM 40 16 0 29 May 2023
Abstractive Summarization as Augmentation for Document-Level Event Detection Janko Vidaković Filip Karlo Dosilovic Domagoj Pluscec 16 0 0 29 May 2023
Make-An-Audio 2: Temporal-Enhanced Text-to-Audio Generation Jia-Bin Huang Yi Ren Rongjie Huang Dongchao Yang Zhenhui Ye Chen Zhang Jinglin Liu Xiang Yin Zejun Ma Zhou Zhao DiffM 23 59 0 29 May 2023
Translatotron 3: Speech to Speech Translation with Monolingual Data Eliya Nachmani Alon Levkovitch Yi-Yang Ding Chulayutsh Asawaroengchai Heiga Zen Michelle Tadmor Ramanovich 33 14 0 27 May 2023
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss Yihong Liu Alexandra Chronopoulou Hinrich Schütze Alexander Fraser 35 2 0 26 May 2023
Songs Across Borders: Singable and Controllable Neural Lyric Translation Longshen Ou Xichu Ma MingSung Kan Ye Wang 26 9 0 26 May 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks Xuming Hu Aiwei Liu Zeqi Tan Xin Zhang Chenwei Zhang Irwin King Philip S. Yu 50 16 0 26 May 2023
Script Normalization for Unconventional Writing of Under-Resourced Languages in Bilingual Communities Sina Ahmadi Antonios Anastasopoulos 34 1 0 25 May 2023
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation S. Vincent R. Flynn Carolina Scarton 28 4 0 25 May 2023
Weakly Supervised Vision-and-Language Pre-training with Relative Representations Chi Chen Peng Li Maosong Sun Yang Liu 30 1 0 24 May 2023
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science V. Veselovsky Manoel Horta Ribeiro Akhil Arora Martin Josifoski Ashton Anderson Robert West SyDa HILM 38 31 0 24 May 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering Weiqi Wang Tianqing Fang Wenxuan Ding Baixuan Xu Xin Liu Yangqiu Song Antoine Bosselut ReLM LRM 30 40 0 24 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 30 2 0 23 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 32 4 0 22 May 2023
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation Wen Lai Alexandra Chronopoulou Alexander Fraser 37 5 0 22 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 41 6 0 21 May 2023
VAKTA-SETU: A Speech-to-Speech Machine Translation Service in Select Indic Languages Shivam Mhaskar Vineet Bhat Akshay Batheja S. Deoghare Paramveer Choudhary P. Bhattacharyya 48 4 0 21 May 2023
Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment Shengqiong Wu Hao Fei Wei Ji Tat-Seng Chua 24 28 0 20 May 2023
Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination Hao Fei Qianfeng Liu Meishan Zhang Hao Fei Tat-Seng Chua LRM 47 47 0 20 May 2023
Pseudo-Label Training and Model Inertia in Neural Machine Translation B. Hsu Anna Currey Xing Niu Maria Nuadejde Georgiana Dinu ODL 58 2 0 19 May 2023
DUB: Discrete Unit Back-translation for Speech Translation Dong Zhang Rong Ye Tom Ko Mingxuan Wang Yaqian Zhou 26 23 0 19 May 2023
Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model Chantal Amrhein Florian Schottmann Rico Sennrich Samuel Laubli 30 17 0 18 May 2023
Iterative Adversarial Attack on Image-guided Story Ending Generation Youze Wang Wenbo Hu Richang Hong 36 3 0 16 May 2023
Back Translation for Speech-to-text Translation Without Transcripts Qingkai Fang Yang Feng 38 13 0 15 May 2023
Target-Side Augmentation for Document-Level Machine Translation Guangsheng Bao Zhiyang Teng Yue Zhang 49 10 0 08 May 2023
Leveraging Synthetic Targets for Machine Translation Sarthak Mittal Oleksii Hrinchuk Oleksii Kuchaiev 35 2 0 07 May 2023
Train Global, Tailor Local: Minimalist Multilingual Translation into Endangered Languages Zhong Zhou Jan Niehues Alexander Waibel 30 0 0 05 May 2023
Shared Latent Space by Both Languages in Non-Autoregressive Neural Machine Translation DongNyeong Heo Heeyoul Choi 19 0 0 02 May 2023
Turning Flowchart into Dialog: Augmenting Flowchart-grounded Troubleshooting Dialogs via Synthetic Data Generation Haolan Zhan Sameen Maruf Lizhen Qu Yufei Wang Ingrid Zukerman Gholamreza Haffari 35 1 0 02 May 2023
ZeroShotDataAug: Generating and Augmenting Training Data with ChatGPT S. Ubani Suleyman O. Polat Rodney D. Nielsen 97 52 0 27 Apr 2023
Controllable Data Augmentation for Context-Dependent Text-to-SQL Dingzirui Wang Longxu Dou Wanxiang Che 25 0 0 27 Apr 2023
TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image Models Yuwei Yin Jean Kaddour Xiang Zhang Yixin Nie Zhenguang Liu Lingpeng Kong Qi Liu DiffM 34 9 0 18 Apr 2023
VECO 2.0: Cross-lingual Language Model Pre-training with Multi-granularity Contrastive Learning Zhen-Ru Zhang Chuanqi Tan Songfang Huang Fei Huang VLM 38 5 0 17 Apr 2023