Multilingual Denoising Pre-training for Neural Machine Translation

22 January 2020

Yinhan Liu

Jiatao Gu

Naman Goyal

Xian Li

Sergey Edunov

Luke Zettlemoyer

Papers citing "Multilingual Denoising Pre-training for Neural Machine Translation"

50 / 933 papers shown

Title
Segment-Based Interactive Machine Translation for Pre-trained Models Ángel Navarro Francisco Casacuberta VLM 31 0 0 09 Jul 2024
Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study Aniruddha Roy Pretam Ray Ayush Maheshwari Sudeshna Sarkar Pawan Goyal 34 1 0 09 Jul 2024
Toucan: Many-to-Many Translation for 150 African Language Pairs AbdelRahim Elmadany Ife Adebara Muhammad Abdul-Mageed 31 1 0 05 Jul 2024
Enhancing Translation Accuracy of Large Language Models through Continual Pre-Training on Parallel Data Minato Kondo T. Utsuro Masaaki Nagata CLL 38 4 0 03 Jul 2024
A Case Study on Context-Aware Neural Machine Translation with Multi-Task Learning Ramakrishna Appicharla Baban Gain Santanu Pal Asif Ekbal Pushpak Bhattacharyya 23 1 0 03 Jul 2024
Scope-enhanced Compositional Semantic Parsing for DRT Xiulin Yang Jonas Groschwitz Alexander Koller Johan Bos 30 0 0 02 Jul 2024
Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing Pooya Fayyazsanavi Antonios Anastasopoulos Jana Kosecka SLR 34 1 0 01 Jul 2024
ViANLI: Adversarial Natural Language Inference for Vietnamese Tin Van Huynh Kiet Van Nguyen Ngan Luu-Thuy Nguyen 30 0 0 25 Jun 2024
Blending LLMs into Cascaded Speech Translation: KIT's Offline Speech Translation System for IWSLT 2024 Sai Koneru Thai-Binh Nguyen Ngoc-Quan Pham Danni Liu Zhaolin Li Alexander Waibel Jan Niehues OffRL 38 3 0 24 Jun 2024
Multilingual Large Language Models and Curse of Multilinguality Daniil Gurgurov Tanja Bäumel Tatiana Anikina 86 4 0 15 Jun 2024
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages Trinh Pham Khoi M. Le Luu Anh Tuan 42 1 0 14 Jun 2024
ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models David Anugraha Genta Indra Winata Chenyue Li Patrick Amadeus Irawan En-Shiun Annie Lee 41 7 0 13 Jun 2024
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus Matthieu Futeral A. Zebaze Pedro Ortiz Suarez Julien Abadji Rémi Lacroix Cordelia Schmid Rachel Bawden Benoît Sagot 39 3 0 13 Jun 2024
Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation Zhi Qu Chenchen Ding Taro Watanabe 85 1 0 12 Jun 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms Xingrun Xing Zheng Zhang Ziyi Ni Shitao Xiao Yiming Ju Siqi Fan Yequan Wang Jiajun Zhang Guoqi Li 45 9 0 05 Jun 2024
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation Zengkui Sun Yijin Liu Fandong Meng Jinan Xu Jinan Xu Jie Zhou 47 2 0 05 Jun 2024
MACT: Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing Jiangming Liu 37 1 0 03 Jun 2024
Distortion-free Watermarks are not Truly Distortion-free under Watermark Key Collisions Yihan Wu Ruibo Chen Zhengmian Hu Yanshuo Chen Junfeng Guo Hongyang R. Zhang Heng-Chiao Huang WaLM 60 5 0 02 Jun 2024
Multilingual Text Style Transfer: Datasets & Models for Indian Languages Sourabrata Mukherjee Atul Kr. Ojha Akanksha Bansal D. Alok John P. Mccrae Ondrej Dusek VLM 35 7 0 31 May 2024
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning E. Chimoto Jay Gala Orevaoghene Ahia Julia Kreutzer Bruce A. Bassett Sara Hooker VLM 42 4 0 29 May 2024
Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation Langlin Huang Yang Feng 36 1 0 29 May 2024
Tokenization Matters! Degrading Large Language Models through Challenging Their Tokenization Dixuan Wang Yanda Li Junyuan Jiang Zepeng Ding Ziqin Luo Guochao Jiang Jiaqing Liang Deqing Yang 27 11 0 27 May 2024
Why Not Transform Chat Large Language Models to Non-English? Xiang Geng Ming Zhu Jiahuan Li Zhejian Lai Wei Zou ... Xinglin Lyu Min Zhang Jiajun Chen Hao Yang Shujian Huang 45 2 0 22 May 2024
A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges Huangjun Shen Liangying Shao Wenbo Li Zhibin Lan Zhanyu Liu Jinsong Su 41 2 0 21 May 2024
Targeted Multilingual Adaptation for Low-resource Language Families C.M. Downey Terra Blevins Dhwani Serai Dwija Parikh Shane Steinert-Threlkeld 40 2 0 20 May 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 119 22 0 20 May 2024
Keep It Private: Unsupervised Privatization of Online Text Calvin Bao Marine Carpuat DeLMO 34 2 0 16 May 2024
A survey on fairness of large language models in e-commerce: progress, application, and challenge Qingyang Ren Zilin Jiang Jinghan Cao Sijia Li Chiqu Li Yiyang Liu Shuning Huo Tiange He Yuan Chen AILaw FaML 40 6 0 15 May 2024
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates Zhenqiao Song Yunlong Zhao Wenxian Shi Wengong Jin Yang Yang Lei Li 37 5 0 13 May 2024
CANTONMT: Investigating Back-Translation and Model-Switch Mechanisms for Cantonese-English Neural Machine Translation Kung Yin Hong Lifeng Han R. Batista-Navarro Goran Nenadic 33 0 0 13 May 2024
Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages Nathaniel R. Robinson Raj Dabre Ammon Shurtz Rasul Dent Onenamiyi Onesi ... Matthew Dean Stutzman Bismarck Odoom Sanjeev Khudanpur Stephen D. Richardson Kenton Murray MoE 43 6 0 08 May 2024
Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation Ryan Wong Necati Cihan Camgöz Richard Bowden SLR 54 21 0 07 May 2024
Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation Kaize Shi Xueyao Sun Qing Li Guandong Xu 51 13 0 06 May 2024
On the Information Redundancy in Non-Autoregressive Translation Zhihao Wang Longyue Wang Jinsong Su Junfeng Yao Zhaopeng Tu 37 0 0 04 May 2024
A Toolchain for Comprehensive Audio/Video Analysis Using Deep Learning Based Multimodal Approach (A use case of riot or violent context detection) Lam Pham Phat Lam Tin Nguyen Hieu Tang Alexander Schindler 16 1 0 02 May 2024
CREPE: Coordinate-Aware End-to-End Document Parser Yamato Okamoto Youngmin Baek Geewook Kim Ryota Nakao Donghyun Kim Moonbin Yim Seunghyun Park Bado Lee 32 1 0 01 May 2024
What Drives Performance in Multilingual Language Models? Sina Bagheri Nezhad Ameeta Agrawal LRM 42 9 0 29 Apr 2024
2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion Dongsheng Wang Xiaoqin Feng Zeming Liu Chuan Wang 43 2 0 26 Apr 2024
IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages Harman Singh Nitish Gupta Shikhar Bharadwaj Dinesh Tewari Partha P. Talukdar ELM 32 22 0 25 Apr 2024
How to Encode Domain Information in Relation Classification Elisa Bassignana Viggo Unmack Gascou Frida Nohr Laustsen Gustav Kristensen Marie Haahr Petersen Rob van der Goot Barbara Plank 24 1 0 21 Apr 2024
Neural Semantic Parsing with Extremely Rich Symbolic Meaning Representations Xiao Zhang Gosse Bouma Johan Bos NAI 33 0 0 19 Apr 2024
CorrNet+: Sign Language Recognition and Translation via Spatial-Temporal Correlation Lianyu Hu Wei Feng Liqing Gao Zekang Liu Liang Wan SLR 32 4 0 17 Apr 2024
Gaining More Insight into Neural Semantic Parsing with Challenging Benchmarks Xiao Zhang Chunliu Wang Rik van Noord Johan Bos 36 3 0 12 Apr 2024
HRVDA: High-Resolution Visual Document Assistant Chaohu Liu Kun Yin Haoyu Cao Xinghua Jiang Xin Li Yinsong Liu Deqiang Jiang Xing Sun Linli Xu VLM 43 24 0 10 Apr 2024
Language-Independent Representations Improve Zero-Shot Summarization V. Solovyev Danni Liu Jan Niehues 27 0 0 08 Apr 2024
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly Changjiang Gao Hongda Hu Peng Hu Jiajun Chen Jixing Li Shujian Huang 36 17 0 06 Apr 2024
Low-resource neural machine translation with morphological modeling Antoine Nzeyimana 39 4 0 03 Apr 2024
MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages Daryna Dementieva N. Babakov Alexander Panchenko 43 6 0 02 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 27 36 0 01 Apr 2024
LLMs are Good Sign Language Translators Jia Gong Lin Geng Foo Yixuan He Hossein Rahmani Jun Liu SLR 76 25 0 01 Apr 2024